diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 2544635cdd04..d425968263d0 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -723,7 +723,7 @@ The synchronous session log method returns `IterableStream<SessionLogEvent>`, wh
 
 ```java com.azure.ai.agents.session_logs_sync
 IterableStream<SessionLogEvent> sessionLogs =
-    betaAgentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
+    agentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
 
 int logsRead = 0;
 for (SessionLogEvent event : sessionLogs) {
@@ -741,7 +741,7 @@ for (SessionLogEvent event : sessionLogs) {
 The asynchronous session log method returns `Flux<SessionLogEvent>`, integrating naturally with Reactor pipelines:
 
 ```java com.azure.ai.agents.session_logs_async
-betaAgentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
+agentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
     .take(100)
     .doOnNext(event -> System.out.printf("[%s] %s%n", event.getEvent(), event.getData()))
     .blockLast();
diff --git a/sdk/ai/azure-ai-agents/cspell.yaml b/sdk/ai/azure-ai-agents/cspell.yaml
index a672340aa170..e5c1988ca2e6 100644
--- a/sdk/ai/azure-ai-agents/cspell.yaml
+++ b/sdk/ai/azure-ai-agents/cspell.yaml
@@ -3,6 +3,7 @@ import:
 overrides:
   - filename: "**/sdk/ai/azure-ai-agents/*"
     words:
+    - BYOT
     - dedup
     - gitmcp
     - byot
diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index f174b7a578cf..203df3be166c 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -1,50 +1,8 @@
 type;class_name;annotation_description;member_name
-class;com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.AgentBlueprintReference;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentBlueprintReferenceType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentCard;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentCardSkill;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentDefinition;Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview;
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;agent_card
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;agent_endpoint
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;blueprint_reference
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;blueprintIdentity
-field;com.azure.ai.agents.models.AgentDetails;Preview API. AgentEndpoints=V1Preview;instance_identity
-class;com.azure.ai.agents.models.AgentEndpointAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentEndpointAuthorizationSchemeType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentEndpointConfig;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentIdentifier;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.AgentIdentity;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentSessionResource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.AgentSessionStatus;Preview API. AgentEndpoints=V1Preview;
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;agent_guid
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;blueprint
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;blueprint_reference
-field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. AgentEndpoints=V1Preview;instance_identity
-class;com.azure.ai.agents.models.BotServiceAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.BotServiceRbacAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.CandidateDeployConfig;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.CandidateFileInfo;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.CandidateMetadata;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.CandidateResults;Preview API. AgentsOptimization=V1Preview;
+class;com.azure.ai.agents.models.AgentDefinition;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
 class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.CodeConfiguration;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.ContainerConfiguration;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;Preview API. CodeAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview;
-class;com.azure.ai.agents.models.DatasetInfo;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.DatasetRef;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.EntraAuthorizationScheme;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.EntraIsolationKeySource;Preview API. AgentEndpoints=V1Preview;
+class;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview;
 class;com.azure.ai.agents.models.ExternalAgentDefinition;Preview API. ExternalAgents=V1Preview;
-class;com.azure.ai.agents.models.FixedRatioVersionSelectionRule;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.HeaderIsolationKeySource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.HeaderTelemetryEndpointAuth;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.HostedAgentDefinition;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.IsolationKeySource;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.IsolationKeySourceKind;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.ManagedAgentIdentityBlueprintReference;Preview API. AgentEndpoints=V1Preview;
 class;com.azure.ai.agents.models.MemoryItem;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryItemKind;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryOperation;Preview API. MemoryStores=V1Preview;
@@ -61,33 +19,21 @@ class;com.azure.ai.agents.models.MemoryStoreSearchResponse;Preview API. MemorySt
 class;com.azure.ai.agents.models.MemoryStoreUpdateCompletedResult;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateResponse;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateStatus;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.OptimizationAgentDefinition;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationCandidate;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationJob;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationJobInputs;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationJobProgress;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationJobResult;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationOptions;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OptimizationTaskResult;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.OtlpTelemetryEndpoint;Preview API. HostedAgents=V1Preview;
+class;com.azure.ai.agents.models.OptimizationAgentIdentifier;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationCandidate;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetCriterion;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetInput;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationDatasetItem;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationEvaluatorRef;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationInlineDatasetInput;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJob;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobInputs;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobListItem;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobProgress;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationJobResult;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationOptions;Preview API. AgentsOptimization=V2Preview;
+class;com.azure.ai.agents.models.OptimizationReferenceDatasetInput;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.ProceduralMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.PromoteCandidateInput;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.PromoteCandidateResult;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.PromotionInfo;Preview API. AgentsOptimization=V1Preview;
-class;com.azure.ai.agents.models.SessionLogEvent;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.SessionLogEventType;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryConfig;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryDataKind;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpoint;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointAuth;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointAuthType;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryEndpointKind;Preview API. HostedAgents=V1Preview;
-class;com.azure.ai.agents.models.TelemetryTransportProtocol;Preview API. HostedAgents=V1Preview;
+class;com.azure.ai.agents.models.PromotionInfo;Preview API. AgentsOptimization=V2Preview;
 class;com.azure.ai.agents.models.UserProfileMemoryItem;Preview API. MemoryStores=V1Preview;
-class;com.azure.ai.agents.models.VersionIndicator;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionIndicatorType;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionRefIndicator;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelectionRule;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelector;Preview API. AgentEndpoints=V1Preview;
-class;com.azure.ai.agents.models.VersionSelectorType;Preview API. AgentEndpoints=V1Preview;
 class;com.azure.ai.agents.models.WorkflowAgentDefinition;Preview API. WorkflowAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index 957ddb00e6b0..d428919c296a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -4,20 +4,32 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.AgentsImpl;
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.ai.agents.implementation.MultipartFormDataHelper;
+import com.azure.ai.agents.implementation.SessionLogStreamHelper;
+import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;
 import com.azure.ai.agents.implementation.models.CreateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentOptions;
 import com.azure.ai.agents.implementation.models.CreateAgentRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentVersionFromManifestRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentVersionRequest;
+import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentDetails;
 import com.azure.ai.agents.models.AgentKind;
+import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.SessionDirectoryEntry;
+import com.azure.ai.agents.models.SessionFileWriteResult;
+import com.azure.ai.agents.models.SessionLogEvent;
+import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
+import com.azure.ai.agents.models.VersionIndicator;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceClient;
@@ -62,6 +74,7 @@ public final class AgentsAsyncClient {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -483,6 +496,7 @@ public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefin
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -543,6 +557,7 @@ public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefin
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -663,6 +678,7 @@ Mono<Response<BinaryData>> createAgentWithResponse(BinaryData createAgentRequest
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -817,6 +833,7 @@ Mono<AgentDetails> updateAgent(String agentName, AgentDefinition definition) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -934,6 +951,7 @@ Mono<Response<BinaryData>> createAgentFromManifestWithResponse(BinaryData create
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1512,6 +1530,7 @@ public PagedFlux<AgentVersionDetails> listAgentVersions(String agentName, Intege
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1885,7 +1904,8 @@ Mono<AgentDetails> createAgent(CreateAgentOptions options) {
         // Generated convenience method for createAgentWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentRequest createAgentRequestObj
-            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setMetadata(options.getMetadata())
+            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setState(options.getState())
+                .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
                 .setAgentEndpoint(options.getAgentEndpoint())
@@ -2130,4 +2150,1890 @@ Mono<AgentDetails> updateAgent(String agentName, AgentDefinition definition, Map
         return updateAgentWithResponse(agentName, updateAgentRequest, requestOptions).flatMap(FluxUtil::toMono)
             .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
     }
+
+    /**
+     * Create a new code-based agent
+     *
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Mono<Response<BinaryData>> createAgentFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
+        // hence not generated.
+        return this.serviceClient.createAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content,
+            requestOptions);
+    }
+
+    /**
+     * Update a code-based agent
+     *
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Mono<Response<BinaryData>> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
+        // hence not generated.
+        return this.serviceClient.updateAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content,
+            requestOptions);
+    }
+
+    /**
+     * Update an agent endpoint
+     *
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent to retrieve
+     *
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> updateAgentDetailsWithResponse(String agentName,
+        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
+        return this.serviceClient.updateAgentDetailsWithResponseAsync(agentName, patchAgentObjectRequest,
+            requestOptions);
+    }
+
+    /**
+     * Create an agent version from code
+     *
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Mono<Response<BinaryData>> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable
+        // and hence not generated.
+        return this.serviceClient.createAgentVersionFromCodeWithResponseAsync(agentName, codeZipSha256, content,
+            requestOptions);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        return this.serviceClient.createSessionWithResponseAsync(agentName, createSessionRequest, requestOptions);
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
+     * on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getSessionWithResponseAsync(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteSessionWithResponseAsync(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * Stop a session
+     *
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> stopSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.stopSessionWithResponseAsync(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listSessionsAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Stream console logs for a hosted agent session
+     *
+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
+     *
+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
+     *
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
+     *
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     event: String(log) (Required)
+     *     data: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     *
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getSessionLogStreamWithResponse(String agentName, String agentVersion,
+        String sessionId, RequestOptions requestOptions) {
+        return this.serviceClient.getSessionLogStreamWithResponseAsync(agentName, agentVersion, sessionId,
+            requestOptions);
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
+     * of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> uploadSessionFileWithResponse(String agentName, String agentSessionId,
+        String path, BinaryData content, RequestOptions requestOptions) {
+        return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path, content,
+            requestOptions);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadSessionFileWithResponse(String agentName, String agentSessionId,
+        String path, RequestOptions requestOptions) {
+        return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     name: String (Required)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listSessionFiles(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listSessionFilesAsync(agentName, agentSessionId, requestOptions);
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
+    }
+
+    /**
+     * Create a new code-based agent
+     *
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Mono<AgentDetails> createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) {
+        // Generated convenience method for createAgentFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createAgentFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
+    }
+
+    /**
+     * Update a code-based agent
+     *
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentDetails> updateAgentFromCode(String agentName, String codeZipSha256,
+        CreateAgentVersionFromCodeContent content) {
+        // Generated convenience method for updateAgentFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return updateAgentFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
+    }
+
+    /**
+     * Update an agent endpoint
+     *
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     *
+     * @param agentName The name of the agent to retrieve
+     *
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentDetails> updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) {
+        // Generated convenience method for updateAgentDetailsWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
+            .prepareModelForJsonMergePatch(patchAgentObjectRequest, true);
+        BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest);
+        // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization.
+        patchAgentObjectRequestInBinaryData.getLength();
+        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
+            .prepareModelForJsonMergePatch(patchAgentObjectRequest, false);
+        return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
+    }
+
+    /**
+     * Create an agent version from code
+     *
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentVersionDetails> createAgentVersionFromCode(String agentName, String codeZipSha256,
+        CreateAgentVersionFromCodeContent content) {
+        // Generated convenience method for createAgentVersionFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * If omitted, the latest version's code zip is returned.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadAgentCode(String agentName, String agentVersion) {
+        // Generated convenience method for downloadAgentCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (agentVersion != null) {
+            requestOptions.addQueryParam("agent_version", agentVersion, false);
+        }
+        return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadAgentCode(String agentName) {
+        // Generated convenience method for downloadAgentCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
+     * endpoint. Auto-generated if omitted.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
+     * completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentSessionResource> createSession(String agentName, VersionIndicator versionIndicator,
+        String userIsolationKey, String agentSessionId) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj
+            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
+     * completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentSessionResource> createSession(String agentName, VersionIndicator versionIndicator) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of
+     * {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentSessionResource> getSession(String agentName, String sessionId, String userIsolationKey) {
+        // Generated convenience method for getSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of
+     * {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<AgentSessionResource> getSession(String agentName, String sessionId) {
+        // Generated convenience method for getSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteSession(String agentName, String sessionId, String userIsolationKey) {
+        // Generated convenience method for deleteSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteSession(String agentName, String sessionId) {
+        // Generated convenience method for deleteSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Stop a session
+     *
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> stopSession(String agentName, String sessionId) {
+        // Generated convenience method for stopSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return stopSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<AgentSessionResource> listSessions(String agentName, String userIsolationKey, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse = listSessions(agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase<Void, AgentSessionResource>(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<AgentSessionResource> listSessions(String agentName) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse = listSessions(agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase<Void, AgentSessionResource>(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<SessionFileWriteResult> uploadSessionFile(String agentName, String agentSessionId, String path,
+        BinaryData content, String userIsolationKey) {
+        // Generated convenience method for uploadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<SessionFileWriteResult> uploadSessionFile(String agentName, String agentSessionId, String path,
+        BinaryData content) {
+        // Generated convenience method for uploadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadSessionFile(String agentName, String agentSessionId, String path,
+        String userIsolationKey) {
+        // Generated convenience method for downloadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
+            .flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadSessionFile(String agentName, String agentSessionId, String path) {
+        // Generated convenience method for downloadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
+            .flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
+     * not provided.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId, String path,
+        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        if (path != null) {
+            requestOptions.addQueryParam("path", path, false);
+        }
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase<Void, SessionDirectoryEntry>(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
+                ? pagedFluxResponse.byPage().take(1)
+                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            return flux
+                .map(pagedResponse -> new PagedResponseBase<Void, SessionDirectoryEntry>(pagedResponse.getRequest(),
+                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                    pagedResponse.getValue()
+                        .stream()
+                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
+                        .collect(Collectors.toList()),
+                    pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
+     * not specified by the caller.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
+        String userIsolationKey) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (recursive != null) {
+            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
+        }
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteSessionFile(String agentName, String agentSessionId, String path) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
+     * {@link SessionLogEvent} values.
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public Flux<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId) {
+        RequestOptions requestOptions = new RequestOptions();
+        return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions);
+    }
+
+    /**
+     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
+     * {@link SessionLogEvent} values.
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public Flux<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId,
+        RequestOptions requestOptions) {
+        return SessionLogStreamHelper
+            .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions)
+                .flatMapMany(response -> response.getValue().toFluxByteBuffer()));
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.enableAgentWithResponseAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.disableAgentWithResponseAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> enableAgent(String agentName) {
+        // Generated convenience method for enableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return enableAgentWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> disableAgent(String agentName) {
+        // Generated convenience method for disableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return disableAgentWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index 825241bc2346..3861935fae9f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -4,20 +4,32 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.AgentsImpl;
+import com.azure.ai.agents.implementation.JsonMergePatchHelper;
+import com.azure.ai.agents.implementation.MultipartFormDataHelper;
+import com.azure.ai.agents.implementation.SessionLogStreamHelper;
+import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;
 import com.azure.ai.agents.implementation.models.CreateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentOptions;
 import com.azure.ai.agents.implementation.models.CreateAgentRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentVersionFromManifestRequest;
 import com.azure.ai.agents.implementation.models.CreateAgentVersionRequest;
+import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentDetails;
 import com.azure.ai.agents.models.AgentKind;
+import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.SessionDirectoryEntry;
+import com.azure.ai.agents.models.SessionFileWriteResult;
+import com.azure.ai.agents.models.SessionLogEvent;
+import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
+import com.azure.ai.agents.models.VersionIndicator;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceClient;
@@ -32,6 +44,7 @@
 import com.azure.core.http.rest.Response;
 import com.azure.core.http.rest.SimpleResponse;
 import com.azure.core.util.BinaryData;
+import com.azure.core.util.IterableStream;
 import com.openai.models.conversations.Conversation;
 import java.util.Map;
 
@@ -56,6 +69,7 @@ public final class AgentsClient {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -449,6 +463,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -509,6 +524,7 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -629,6 +645,7 @@ Response<BinaryData> createAgentWithResponse(BinaryData createAgentRequest, Requ
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -783,6 +800,7 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -899,6 +917,7 @@ Response<BinaryData> createAgentFromManifestWithResponse(BinaryData createAgentF
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1445,6 +1464,7 @@ public PagedIterable<AgentVersionDetails> listAgentVersions(String agentName, In
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1804,7 +1824,8 @@ AgentDetails createAgent(CreateAgentOptions options) {
         // Generated convenience method for createAgentWithResponse
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentRequest createAgentRequestObj
-            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setMetadata(options.getMetadata())
+            = new CreateAgentRequest(options.getAgentName(), options.getDefinition()).setState(options.getState())
+                .setMetadata(options.getMetadata())
                 .setDescription(options.getDescription())
                 .setBlueprintReference(options.getBlueprintReference())
                 .setAgentEndpoint(options.getAgentEndpoint())
@@ -2022,4 +2043,1816 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition, Map<Strin
         return updateAgentWithResponse(agentName, updateAgentRequest, requestOptions).getValue()
             .toObject(AgentDetails.class);
     }
+
+    /**
+     * Create a new code-based agent
+     *
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Response<BinaryData> createAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content,
+        RequestOptions requestOptions) {
+        // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
+        // hence not generated.
+        return this.serviceClient.createAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions);
+    }
+
+    /**
+     * Update a code-based agent
+     *
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Response<BinaryData> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content,
+        RequestOptions requestOptions) {
+        // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
+        // hence not generated.
+        return this.serviceClient.updateAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions);
+    }
+
+    /**
+     * Update an agent endpoint
+     *
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent to retrieve
+     *
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
+        RequestOptions requestOptions) {
+        return this.serviceClient.updateAgentDetailsWithResponse(agentName, patchAgentObjectRequest, requestOptions);
+    }
+
+    /**
+     * Create an agent version from code
+     *
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    Response<BinaryData> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable
+        // and hence not generated.
+        return this.serviceClient.createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, content,
+            requestOptions);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions);
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        return this.serviceClient.createSessionWithResponse(agentName, createSessionRequest, requestOptions);
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getSessionWithResponse(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return this.serviceClient.deleteSessionWithResponse(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * Stop a session
+     *
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return this.serviceClient.stopSessionWithResponse(agentName, sessionId, requestOptions);
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listSessions(agentName, requestOptions);
+    }
+
+    /**
+     * Stream console logs for a hosted agent session
+     *
+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
+     *
+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
+     *
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     *
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
+     *
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     event: String(log) (Required)
+     *     data: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     *
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions);
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     path: String (Required)
+     *     bytes_written: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return response from uploading a file to a session sandbox along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        BinaryData content, RequestOptions requestOptions) {
+        return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path, content,
+            requestOptions);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     name: String (Required)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listSessionFiles(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions);
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
+    }
+
+    /**
+     * Create a new code-based agent
+     *
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    AgentDetails createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) {
+        // Generated convenience method for createAgentFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createAgentFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).getValue().toObject(AgentDetails.class);
+    }
+
+    /**
+     * Update a code-based agent
+     *
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentDetails updateAgentFromCode(String agentName, String codeZipSha256,
+        CreateAgentVersionFromCodeContent content) {
+        // Generated convenience method for updateAgentFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return updateAgentFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).getValue().toObject(AgentDetails.class);
+    }
+
+    /**
+     * Update an agent endpoint
+     *
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     *
+     * @param agentName The name of the agent to retrieve
+     *
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentDetails updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) {
+        // Generated convenience method for updateAgentDetailsWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
+            .prepareModelForJsonMergePatch(patchAgentObjectRequest, true);
+        BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest);
+        // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization.
+        patchAgentObjectRequestInBinaryData.getLength();
+        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
+            .prepareModelForJsonMergePatch(patchAgentObjectRequest, false);
+        return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions).getValue()
+            .toObject(AgentDetails.class);
+    }
+
+    /**
+     * Create an agent version from code
+     *
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     *
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentVersionDetails createAgentVersionFromCode(String agentName, String codeZipSha256,
+        CreateAgentVersionFromCodeContent content) {
+        // Generated convenience method for createAgentVersionFromCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256,
+            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
+                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
+                    content.getCode().getFilename())
+                .end()
+                .getRequestBody(),
+            requestOptions).getValue().toObject(AgentVersionDetails.class);
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @param agentVersion The version of the agent whose code zip should be downloaded.
+     * If omitted, the latest version's code zip is returned.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadAgentCode(String agentName, String agentVersion) {
+        // Generated convenience method for downloadAgentCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (agentVersion != null) {
+            requestOptions.addQueryParam("agent_version", agentVersion, false);
+        }
+        return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
+    }
+
+    /**
+     * Download agent code
+     *
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     *
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     *
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     *
+     * @param agentName The name of the agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadAgentCode(String agentName) {
+        // Generated convenience method for downloadAgentCodeWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
+     * endpoint. Auto-generated if omitted.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator,
+        String userIsolationKey, String agentSessionId) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj
+            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
+            .toObject(AgentSessionResource.class);
+    }
+
+    /**
+     * Create a session
+     *
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     *
+     * @param agentName The name of the agent to create a session for.
+     * @param versionIndicator Determines which agent version backs the session.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator) {
+        // Generated convenience method for createSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator);
+        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
+        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
+            .toObject(AgentSessionResource.class);
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentSessionResource getSession(String agentName, String sessionId, String userIsolationKey) {
+        // Generated convenience method for getSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return getSessionWithResponse(agentName, sessionId, requestOptions).getValue()
+            .toObject(AgentSessionResource.class);
+    }
+
+    /**
+     * Get a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a session
+     *
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public AgentSessionResource getSession(String agentName, String sessionId) {
+        // Generated convenience method for getSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getSessionWithResponse(agentName, sessionId, requestOptions).getValue()
+            .toObject(AgentSessionResource.class);
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteSession(String agentName, String sessionId, String userIsolationKey) {
+        // Generated convenience method for deleteSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue();
+    }
+
+    /**
+     * Delete a session
+     *
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteSession(String agentName, String sessionId) {
+        // Generated convenience method for deleteSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue();
+    }
+
+    /**
+     * Stop a session
+     *
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     *
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void stopSession(String agentName, String sessionId) {
+        // Generated convenience method for stopSessionWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        stopSessionWithResponse(agentName, sessionId, requestOptions).getValue();
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<AgentSessionResource> listSessions(String agentName, String userIsolationKey, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listSessions(agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * List sessions for an agent
+     *
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     *
+     * @param agentName The name of the agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<AgentSessionResource> listSessions(String agentName) {
+        // Generated convenience method for listSessions
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listSessions(agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return response from uploading a file to a session sandbox.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
+        BinaryData content, String userIsolationKey) {
+        // Generated convenience method for uploadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
+            .toObject(SessionFileWriteResult.class);
+    }
+
+    /**
+     * Upload a session file
+     *
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return response from uploading a file to a session sandbox.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
+        BinaryData content) {
+        // Generated convenience method for uploadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
+            .toObject(SessionFileWriteResult.class);
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path,
+        String userIsolationKey) {
+        // Generated convenience method for downloadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    }
+
+    /**
+     * Download a session file
+     *
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path) {
+        // Generated convenience method for downloadSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
+     * not provided.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId, String path,
+        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        if (path != null) {
+            requestOptions.addQueryParam("path", path, false);
+        }
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (after != null) {
+            requestOptions.addQueryParam("after", after, false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
+    }
+
+    /**
+     * List session files
+     *
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId) {
+        // Generated convenience method for listSessionFiles
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
+     * not specified by the caller.
+     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
+     * conversations, sessions) to a specific end user.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
+        String userIsolationKey) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (recursive != null) {
+            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
+        }
+        if (userIsolationKey != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
+        }
+        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    }
+
+    /**
+     * Delete a session file
+     *
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteSessionFile(String agentName, String agentSessionId, String path) {
+        // Generated convenience method for deleteSessionFileWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    }
+
+    /**
+     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
+     * {@link SessionLogEvent} values.
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public IterableStream<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion,
+        String sessionId) {
+        RequestOptions requestOptions = new RequestOptions();
+        return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions);
+    }
+
+    /**
+     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
+     * {@link SessionLogEvent} values.
+     *
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public IterableStream<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId,
+        RequestOptions requestOptions) {
+        return new IterableStream<>(SessionLogStreamHelper
+            .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions).getValue()
+                .toFluxByteBuffer()));
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.enableAgentWithResponse(agentName, requestOptions);
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.disableAgentWithResponse(agentName, requestOptions);
+    }
+
+    /**
+     * Enable an agent
+     *
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to enable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void enableAgent(String agentName) {
+        // Generated convenience method for enableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        enableAgentWithResponse(agentName, requestOptions).getValue();
+    }
+
+    /**
+     * Disable an agent
+     *
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     *
+     * @param agentName The name of the agent to disable.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void disableAgent(String agentName) {
+        // Generated convenience method for disableAgentWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        disableAgentWithResponse(agentName, requestOptions).getValue();
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
index f90649a6003c..f09fceaa6d0e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
@@ -61,13 +61,13 @@
 @ServiceClientBuilder(
     serviceClients = {
         BetaMemoryStoresClient.class,
-        BetaToolboxesClient.class,
         BetaAgentsClient.class,
         AgentsClient.class,
+        ToolboxesClient.class,
         BetaMemoryStoresAsyncClient.class,
-        BetaToolboxesAsyncClient.class,
         BetaAgentsAsyncClient.class,
-        AgentsAsyncClient.class })
+        AgentsAsyncClient.class,
+        ToolboxesAsyncClient.class })
 public final class AgentsClientBuilder
     implements HttpTrait<AgentsClientBuilder>, ConfigurationTrait<AgentsClientBuilder>,
     TokenCredentialTrait<AgentsClientBuilder>, EndpointTrait<AgentsClientBuilder> {
@@ -86,14 +86,12 @@ public final class AgentsClientBuilder
 
     private static final String AGENT_PREVIEW_FEATURES = Stream
         .concat(Arrays.stream(AgentDefinitionOptInKeys.values()).map(AgentDefinitionOptInKeys::toString),
-            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString()))
+            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString()))
         .collect(Collectors.joining(","));
 
     private static final String MEMORY_STORES_PREVIEW_FEATURES
         = FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString();
 
-    private static final String TOOLBOXES_PREVIEW_FEATURES = FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString();
-
     private boolean allowPreview;
 
     @Generated
@@ -543,10 +541,8 @@ public BetaAgentsClientBuilder beta() {
         serviceClients = {
             BetaAgentsClient.class,
             BetaMemoryStoresClient.class,
-            BetaToolboxesClient.class,
             BetaAgentsAsyncClient.class,
-            BetaMemoryStoresAsyncClient.class,
-            BetaToolboxesAsyncClient.class })
+            BetaMemoryStoresAsyncClient.class })
     public final class BetaAgentsClientBuilder {
 
         /**
@@ -576,16 +572,6 @@ public BetaMemoryStoresAsyncClient buildBetaMemoryStoresAsyncClient() {
                 buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores());
         }
 
-        /**
-         * Builds an instance of BetaToolboxesAsyncClient class.
-         *
-         * @return an instance of BetaToolboxesAsyncClient.
-         */
-        @Beta
-        public BetaToolboxesAsyncClient buildBetaToolboxesAsyncClient() {
-            return new BetaToolboxesAsyncClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes());
-        }
-
         /**
          * Builds an instance of BetaAgentsClient class.
          *
@@ -605,16 +591,6 @@ public BetaAgentsClient buildBetaAgentsClient() {
         public BetaMemoryStoresClient buildBetaMemoryStoresClient() {
             return new BetaMemoryStoresClient(buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores());
         }
-
-        /**
-         * Builds an instance of BetaToolboxesClient class.
-         *
-         * @return an instance of BetaToolboxesClient.
-         */
-        @Beta
-        public BetaToolboxesClient buildBetaToolboxesClient() {
-            return new BetaToolboxesClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes());
-        }
     }
 
     /**
@@ -635,15 +611,6 @@ private BetaMemoryStoresAsyncClient buildBetaMemoryStoresAsyncClient() {
         return new BetaMemoryStoresAsyncClient(buildInnerClient(MEMORY_STORES_PREVIEW_FEATURES).getBetaMemoryStores());
     }
 
-    /**
-     * Builds an instance of BetaToolboxesAsyncClient class.
-     *
-     * @return an instance of BetaToolboxesAsyncClient.
-     */
-    private BetaToolboxesAsyncClient buildBetaToolboxesAsyncClient() {
-        return new BetaToolboxesAsyncClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes());
-    }
-
     /**
      * Builds an instance of BetaAgentsClient class.
      *
@@ -663,11 +630,22 @@ private BetaMemoryStoresClient buildBetaMemoryStoresClient() {
     }
 
     /**
-     * Builds an instance of BetaToolboxesClient class.
+     * Builds an instance of ToolboxesAsyncClient class.
+     *
+     * @return an instance of ToolboxesAsyncClient.
+     */
+    @Generated
+    public ToolboxesAsyncClient buildToolboxesAsyncClient() {
+        return new ToolboxesAsyncClient(buildInnerClient().getToolboxes());
+    }
+
+    /**
+     * Builds an instance of ToolboxesClient class.
      *
-     * @return an instance of BetaToolboxesClient.
+     * @return an instance of ToolboxesClient.
      */
-    private BetaToolboxesClient buildBetaToolboxesClient() {
-        return new BetaToolboxesClient(buildInnerClient(TOOLBOXES_PREVIEW_FEATURES).getBetaToolboxes());
+    @Generated
+    public ToolboxesClient buildToolboxesClient() {
+        return new ToolboxesClient(buildInnerClient().getToolboxes());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
index 951f0afbe8bf..9d45e16255b7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsAsyncClient.java
@@ -4,31 +4,11 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
-import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.MultipartFormDataHelper;
-import com.azure.ai.agents.implementation.SessionLogStreamHelper;
-import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;
-import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.AgentDetails;
-import com.azure.ai.agents.models.AgentSessionResource;
-import com.azure.ai.agents.models.AgentVersionDetails;
-import com.azure.ai.agents.models.CandidateDeployConfig;
-import com.azure.ai.agents.models.CandidateMetadata;
-import com.azure.ai.agents.models.CandidateResults;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
 import com.azure.ai.agents.models.JobStatus;
-import com.azure.ai.agents.models.OptimizationCandidate;
 import com.azure.ai.agents.models.OptimizationJob;
-import com.azure.ai.agents.models.OptimizationJobInputs;
+import com.azure.ai.agents.models.OptimizationJobListItem;
 import com.azure.ai.agents.models.PageOrder;
-import com.azure.ai.agents.models.PromoteCandidateInput;
-import com.azure.ai.agents.models.PromoteCandidateResult;
-import com.azure.ai.agents.models.SessionDirectoryEntry;
-import com.azure.ai.agents.models.SessionFileWriteResult;
-import com.azure.ai.agents.models.SessionLogEvent;
-import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
-import com.azure.ai.agents.models.VersionIndicator;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceClient;
@@ -70,3035 +50,531 @@ public final class BetaAgentsAsyncClient {
     }
 
     /**
-     * Create a new code-based agent
+     * Creates an agent optimization job.
      *
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
-     *
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    Mono<Response<BinaryData>> createAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
-        // hence not generated.
-        return this.serviceClient.createAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content,
-            requestOptions);
-    }
-
-    /**
-     * Update a code-based agent
-     *
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
+     * 
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    Mono<Response<BinaryData>> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
-        // hence not generated.
-        return this.serviceClient.updateAgentFromCodeWithResponseAsync(agentName, codeZipSha256, content,
-            requestOptions);
+    public Mono<Response<BinaryData>> createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) {
+        return this.serviceClient.createOptimizationJobWithResponseAsync(job, requestOptions);
     }
 
     /**
-     * Update an agent endpoint
+     * Get info about an agent optimization job.
      *
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
+     * Get an optimization job by id.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent to retrieve
-     *
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> updateAgentDetailsWithResponse(String agentName,
-        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
-        return this.serviceClient.updateAgentDetailsWithResponseAsync(agentName, patchAgentObjectRequest,
-            requestOptions);
-    }
-
-    /**
-     * Create an agent version from code
-     *
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    Mono<Response<BinaryData>> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable
-        // and hence not generated.
-        return this.serviceClient.createAgentVersionFromCodeWithResponseAsync(agentName, codeZipSha256, content,
-            requestOptions);
-    }
-
-    /**
-     * Download agent code
-     *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
-        return this.serviceClient.downloadAgentCodeWithResponseAsync(agentName, requestOptions);
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        return this.serviceClient.createSessionWithResponseAsync(agentName, createSessionRequest, requestOptions);
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
-     * on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getSessionWithResponseAsync(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionWithResponseAsync(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * Stop a session
-     *
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> stopSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.stopSessionWithResponseAsync(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
      *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
-        return this.serviceClient.listSessionsAsync(agentName, requestOptions);
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     *
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     *
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     *
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     *
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     *
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getSessionLogStreamWithResponse(String agentName, String agentVersion,
-        String sessionId, RequestOptions requestOptions) {
-        return this.serviceClient.getSessionLogStreamWithResponseAsync(agentName, agentVersion, sessionId,
-            requestOptions);
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
-     * of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> uploadSessionFileWithResponse(String agentName, String agentSessionId,
-        String path, BinaryData content, RequestOptions requestOptions) {
-        return this.serviceClient.uploadSessionFileWithResponseAsync(agentName, agentSessionId, path, content,
-            requestOptions);
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> downloadSessionFileWithResponse(String agentName, String agentSessionId,
-        String path, RequestOptions requestOptions) {
-        return this.serviceClient.downloadSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listSessionFiles(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.listSessionFilesAsync(agentName, agentSessionId, requestOptions);
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionFileWithResponseAsync(agentName, agentSessionId, path, requestOptions);
-    }
-
-    /**
-     * Create an agent optimization job
-     *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createOptimizationJobWithResponse(BinaryData inputs,
-        RequestOptions requestOptions) {
-        return this.serviceClient.createOptimizationJobWithResponseAsync(inputs, requestOptions);
-    }
-
-    /**
-     * Get an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response} on
-     * successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationJobWithResponseAsync(jobId, requestOptions);
-    }
-
-    /**
-     * List agent optimization jobs
-     *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
-        return this.serviceClient.listOptimizationJobsAsync(requestOptions);
-    }
-
-    /**
-     * Cancel an agent optimization job
-     *
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The ID of the job to cancel.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.cancelOptimizationJobWithResponseAsync(jobId, requestOptions);
-    }
-
-    /**
-     * Delete an agent optimization job
-     *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>When true, force-delete even if the job is in a non-terminal
-     * state.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     *
-     * @param jobId The ID of the job to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.deleteOptimizationJobWithResponseAsync(jobId, requestOptions);
-    }
-
-    /**
-     * List optimization job candidates
-     *
-     * Returns the candidates produced by the specified optimization job.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listOptimizationCandidates(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.listOptimizationCandidatesAsync(jobId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateWithResponseAsync(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateConfigWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateConfigWithResponseAsync(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateResultsWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateResultsWithResponseAsync(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateFileWithResponse(String jobId, String candidateId,
-        String path, RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateFileWithResponseAsync(jobId, candidateId, path,
-            requestOptions);
-    }
-
-    /**
-     * Promote an optimization candidate
-     *
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response} on successful completion of
-     * {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> promoteOptimizationCandidateWithResponse(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        return this.serviceClient.promoteOptimizationCandidateWithResponseAsync(jobId, candidateId, candidateRequest,
-            requestOptions);
-    }
-
-    /**
-     * Create a new code-based agent
-     *
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    Mono<AgentDetails> createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) {
-        // Generated convenience method for createAgentFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createAgentFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
-    }
-
-    /**
-     * Update a code-based agent
-     *
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentDetails> updateAgentFromCode(String agentName, String codeZipSha256,
-        CreateAgentVersionFromCodeContent content) {
-        // Generated convenience method for updateAgentFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return updateAgentFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
-    }
-
-    /**
-     * Update an agent endpoint
-     *
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     *
-     * @param agentName The name of the agent to retrieve
-     *
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentDetails> updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) {
-        // Generated convenience method for updateAgentDetailsWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
-            .prepareModelForJsonMergePatch(patchAgentObjectRequest, true);
-        BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest);
-        // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization.
-        patchAgentObjectRequestInBinaryData.getLength();
-        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
-            .prepareModelForJsonMergePatch(patchAgentObjectRequest, false);
-        return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentDetails.class));
-    }
-
-    /**
-     * Create an agent version from code
-     *
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentVersionDetails> createAgentVersionFromCode(String agentName, String codeZipSha256,
-        CreateAgentVersionFromCodeContent content) {
-        // Generated convenience method for createAgentVersionFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
-    }
-
-    /**
-     * Download agent code
-     *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     *
-     * @param agentName The name of the agent.
-     * @param agentVersion The version of the agent whose code zip should be downloaded.
-     * If omitted, the latest version's code zip is returned.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<BinaryData> downloadAgentCode(String agentName, String agentVersion) {
-        // Generated convenience method for downloadAgentCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (agentVersion != null) {
-            requestOptions.addQueryParam("agent_version", agentVersion, false);
-        }
-        return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Download agent code
-     *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     *
-     * @param agentName The name of the agent.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<BinaryData> downloadAgentCode(String agentName) {
-        // Generated convenience method for downloadAgentCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return downloadAgentCodeWithResponse(agentName, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
-     * endpoint. Auto-generated if omitted.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentSessionResource> createSession(String agentName, VersionIndicator versionIndicator,
-        String userIsolationKey, String agentSessionId) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj
-            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentSessionResource> createSession(String agentName, VersionIndicator versionIndicator) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of
-     * {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentSessionResource> getSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier on successful completion of
-     * {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<AgentSessionResource> getSession(String agentName, String sessionId) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteSession(String agentName, String sessionId) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return deleteSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Stop a session
-     *
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> stopSession(String agentName, String sessionId) {
-        // Generated convenience method for stopSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return stopSessionWithResponse(agentName, sessionId, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     *
-     * @param agentName The name of the agent.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<AgentSessionResource> listSessions(String agentName, String userIsolationKey, Integer limit,
-        PageOrder order, String after, String before) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        PagedFlux<BinaryData> pagedFluxResponse = listSessions(agentName, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, AgentSessionResource>(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     *
-     * @param agentName The name of the agent.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<AgentSessionResource> listSessions(String agentName) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        PagedFlux<BinaryData> pagedFluxResponse = listSessions(agentName, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, AgentSessionResource>(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(AgentSessionResource.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<SessionFileWriteResult> uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content, String userIsolationKey) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<SessionFileWriteResult> uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(SessionFileWriteResult.class));
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<BinaryData> downloadSessionFile(String agentName, String agentSessionId, String path,
-        String userIsolationKey) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
-            .flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response body on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<BinaryData> downloadSessionFile(String agentName, String agentSessionId, String path) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions)
-            .flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
-     * not provided.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId, String path,
-        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        if (path != null) {
-            requestOptions.addQueryParam("path", path, false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        PagedFlux<BinaryData> pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, SessionDirectoryEntry>(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        PagedFlux<BinaryData> pagedFluxResponse = listSessionFiles(agentName, agentSessionId, requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, SessionDirectoryEntry>(pagedResponse.getRequest(),
-                    pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                    pagedResponse.getValue()
-                        .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(SessionDirectoryEntry.class))
-                        .collect(Collectors.toList()),
-                    pagedResponse.getContinuationToken(), null));
-        });
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
-     * not specified by the caller.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
-        String userIsolationKey) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (recursive != null) {
-            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteSessionFile(String agentName, String agentSessionId, String path) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).flatMap(FluxUtil::toMono);
-    }
-
-    /**
-     * Create an agent optimization job
-     *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     *
-     * @param inputs The optimization job inputs.
-     * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job
-     * unconditionally.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<OptimizationJob> createOptimizationJob(OptimizationJobInputs inputs, String operationId) {
-        // Generated convenience method for createOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (operationId != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
-        }
-        return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
-    }
-
-    /**
-     * Create an agent optimization job
-     *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     *
-     * @param inputs The optimization job inputs.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<OptimizationJob> createOptimizationJob(OptimizationJobInputs inputs) {
-        // Generated convenience method for createOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
-    }
-
-    /**
-     * Get an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     *
-     * @param jobId The ID of the job.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state on successful completion of
-     * {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<OptimizationJob> getOptimizationJob(String jobId) {
-        // Generated convenience method for getOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
-    }
-
-    /**
-     * List agent optimization jobs
-     *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     *
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @param status Filter to jobs in this lifecycle state.
-     * @param agentName Filter to jobs targeting this agent name.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<OptimizationJob> listOptimizationJobs(Integer limit, PageOrder order, String after, String before,
-        JobStatus status, String agentName) {
-        // Generated convenience method for listOptimizationJobs
-        RequestOptions requestOptions = new RequestOptions();
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        if (status != null) {
-            requestOptions.addQueryParam("status", status.toString(), false);
-        }
-        if (agentName != null) {
-            requestOptions.addQueryParam("agent_name", agentName, false);
-        }
-        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationJobs(requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux.map(pagedResponse -> new PagedResponseBase<Void, OptimizationJob>(pagedResponse.getRequest(),
-                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                pagedResponse.getValue()
-                    .stream()
-                    .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class))
-                    .collect(Collectors.toList()),
-                pagedResponse.getContinuationToken(), null));
-        });
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     * </pre>
+     *
+     * @param jobId The ID of the job.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return info about an agent optimization job.
+     *
+     * Get an optimization job by id along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.getOptimizationJobWithResponseAsync(jobId, requestOptions);
     }
 
     /**
-     * List agent optimization jobs
+     * Returns a list of agent optimization jobs.
      *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
+     * }
+     * }
+     * </pre>
      *
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
      * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<OptimizationJob> listOptimizationJobs() {
-        // Generated convenience method for listOptimizationJobs
-        RequestOptions requestOptions = new RequestOptions();
-        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationJobs(requestOptions);
-        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
-            Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
-                ? pagedFluxResponse.byPage().take(1)
-                : pagedFluxResponse.byPage(continuationTokenParam).take(1);
-            return flux.map(pagedResponse -> new PagedResponseBase<Void, OptimizationJob>(pagedResponse.getRequest(),
-                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
-                pagedResponse.getValue()
-                    .stream()
-                    .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class))
-                    .collect(Collectors.toList()),
-                pagedResponse.getContinuationToken(), null));
-        });
+    public PagedFlux<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
+        return this.serviceClient.listOptimizationJobsAsync(requestOptions);
     }
 
     /**
-     * Cancel an agent optimization job
+     * Cancels an agent optimization job.
      *
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     * </pre>
      *
      * @param jobId The ID of the job to cancel.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
      * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<OptimizationJob> cancelOptimizationJob(String jobId) {
-        // Generated convenience method for cancelOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return cancelOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
+    public Mono<Response<BinaryData>> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.cancelOptimizationJobWithResponseAsync(jobId, requestOptions);
     }
 
     /**
-     * Delete an agent optimization job
+     * Deletes an agent optimization job.
      *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      *
      * @param jobId The ID of the job to delete.
-     * @param force When true, force-delete even if the job is in a non-terminal state.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
+     * @return the {@link Response} on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteOptimizationJob(String jobId, Boolean force) {
-        // Generated convenience method for deleteOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (force != null) {
-            requestOptions.addQueryParam("force", String.valueOf(force), false);
-        }
-        return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono);
+    public Mono<Response<Void>> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.deleteOptimizationJobWithResponseAsync(jobId, requestOptions);
     }
 
     /**
-     * Delete an agent optimization job
+     * Get info about an agent optimization job.
      *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
+     * Get an optimization job by id.
      *
-     * @param jobId The ID of the job to delete.
+     * @param jobId The ID of the job.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return A {@link Mono} that completes when a successful response is received.
+     * @return info about an agent optimization job.
+     *
+     * Get an optimization job by id on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Void> deleteOptimizationJob(String jobId) {
-        // Generated convenience method for deleteOptimizationJobWithResponse
+    public Mono<OptimizationJob> getOptimizationJob(String jobId) {
+        // Generated convenience method for getOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono);
+        return getOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      *
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      *
-     * @param jobId The optimization job id.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
      * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
@@ -3109,6 +585,8 @@ public Mono<Void> deleteOptimizationJob(String jobId) {
      * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @param status Filter to jobs in this lifecycle state.
+     * @param agentName Filter to jobs targeting this agent name.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -3119,9 +597,9 @@ public Mono<Void> deleteOptimizationJob(String jobId) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<OptimizationCandidate> listOptimizationCandidates(String jobId, Integer limit, PageOrder order,
-        String after, String before) {
-        // Generated convenience method for listOptimizationCandidates
+    public PagedFlux<OptimizationJobListItem> listOptimizationJobs(Integer limit, PageOrder order, String after,
+        String before, JobStatus status, String agentName) {
+        // Generated convenience method for listOptimizationJobs
         RequestOptions requestOptions = new RequestOptions();
         if (limit != null) {
             requestOptions.addQueryParam("limit", String.valueOf(limit), false);
@@ -3135,29 +613,33 @@ public PagedFlux<OptimizationCandidate> listOptimizationCandidates(String jobId,
         if (before != null) {
             requestOptions.addQueryParam("before", before, false);
         }
-        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationCandidates(jobId, requestOptions);
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        if (agentName != null) {
+            requestOptions.addQueryParam("agent_name", agentName, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationJobs(requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
                 ? pagedFluxResponse.byPage().take(1)
                 : pagedFluxResponse.byPage(continuationTokenParam).take(1);
             return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, OptimizationCandidate>(pagedResponse.getRequest(),
+                .map(pagedResponse -> new PagedResponseBase<Void, OptimizationJobListItem>(pagedResponse.getRequest(),
                     pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
                     pagedResponse.getValue()
                         .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(OptimizationCandidate.class))
+                        .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJobListItem.class))
                         .collect(Collectors.toList()),
                     pagedResponse.getContinuationToken(), null));
         });
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      *
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      *
-     * @param jobId The optimization job id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
@@ -3167,190 +649,121 @@ public PagedFlux<OptimizationCandidate> listOptimizationCandidates(String jobId,
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<OptimizationCandidate> listOptimizationCandidates(String jobId) {
-        // Generated convenience method for listOptimizationCandidates
+    public PagedFlux<OptimizationJobListItem> listOptimizationJobs() {
+        // Generated convenience method for listOptimizationJobs
         RequestOptions requestOptions = new RequestOptions();
-        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationCandidates(jobId, requestOptions);
+        PagedFlux<BinaryData> pagedFluxResponse = listOptimizationJobs(requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux<PagedResponse<BinaryData>> flux = (continuationTokenParam == null)
                 ? pagedFluxResponse.byPage().take(1)
                 : pagedFluxResponse.byPage(continuationTokenParam).take(1);
             return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, OptimizationCandidate>(pagedResponse.getRequest(),
+                .map(pagedResponse -> new PagedResponseBase<Void, OptimizationJobListItem>(pagedResponse.getRequest(),
                     pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
                     pagedResponse.getValue()
                         .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(OptimizationCandidate.class))
+                        .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJobListItem.class))
                         .collect(Collectors.toList()),
                     pagedResponse.getContinuationToken(), null));
         });
     }
 
     /**
-     * Get an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate on successful
-     * completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<CandidateMetadata> getOptimizationCandidate(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(CandidateMetadata.class));
-    }
-
-    /**
-     * Get an optimization candidate config
+     * Cancels an agent optimization job.
      *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
+     * @param jobId The ID of the job to cancel.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests on successful completion of {@link Mono}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<CandidateDeployConfig> getOptimizationCandidateConfig(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateConfigWithResponse
+    public Mono<OptimizationJob> cancelOptimizationJob(String jobId) {
+        // Generated convenience method for cancelOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(CandidateDeployConfig.class));
+        return cancelOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
     }
 
     /**
-     * Get optimization candidate results
+     * Deletes an agent optimization job.
      *
-     * Retrieves full per-task evaluation results for the specified candidate.
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
+     * @param jobId The ID of the job to delete.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate on successful completion of {@link Mono}.
+     * @return A {@link Mono} that completes when a successful response is received.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<CandidateResults> getOptimizationCandidateResults(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateResultsWithResponse
+    public Mono<Void> deleteOptimizationJob(String jobId) {
+        // Generated convenience method for deleteOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions).flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(CandidateResults.class));
+        return deleteOptimizationJobWithResponse(jobId, requestOptions).flatMap(FluxUtil::toMono);
     }
 
     /**
-     * Get an optimization candidate file
+     * Creates an agent optimization job.
      *
-     * Streams the specified file from the candidate's blob directory.
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
+     * @param job The job to create.
+     * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job
+     * unconditionally.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory on successful completion of {@link Mono}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<BinaryData> getOptimizationCandidateFile(String jobId, String candidateId, String path) {
-        // Generated convenience method for getOptimizationCandidateFileWithResponse
+    public Mono<OptimizationJob> createOptimizationJob(OptimizationJob job, String operationId) {
+        // Generated convenience method for createOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions)
-            .flatMap(FluxUtil::toMono);
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
     }
 
     /**
-     * Promote an optimization candidate
+     * Creates an agent optimization job.
      *
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param job The job to create.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response after successfully promoting a candidate on successful completion of {@link Mono}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores on successful completion of {@link Mono}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<PromoteCandidateResult> promoteOptimizationCandidate(String jobId, String candidateId,
-        PromoteCandidateInput candidateRequest) {
-        // Generated convenience method for promoteOptimizationCandidateWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return promoteOptimizationCandidateWithResponse(jobId, candidateId, BinaryData.fromObject(candidateRequest),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(PromoteCandidateResult.class));
-    }
-
-    /**
-     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
-     * {@link SessionLogEvent} values.
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public Flux<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId) {
+    public Mono<OptimizationJob> createOptimizationJob(OptimizationJob job) {
+        // Generated convenience method for createOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions);
-    }
-
-    /**
-     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
-     * {@link SessionLogEvent} values.
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public Flux<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId,
-        RequestOptions requestOptions) {
-        return SessionLogStreamHelper
-            .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions)
-                .flatMapMany(response -> response.getValue().toFluxByteBuffer()));
+        return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(OptimizationJob.class));
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
index 1231e3f60178..7dc8c04b36de 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaAgentsClient.java
@@ -4,31 +4,11 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.BetaAgentsImpl;
-import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.MultipartFormDataHelper;
-import com.azure.ai.agents.implementation.SessionLogStreamHelper;
-import com.azure.ai.agents.implementation.models.CreateAgentFromCodeContent;
-import com.azure.ai.agents.implementation.models.CreateSessionRequest;
 import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.AgentDetails;
-import com.azure.ai.agents.models.AgentSessionResource;
-import com.azure.ai.agents.models.AgentVersionDetails;
-import com.azure.ai.agents.models.CandidateDeployConfig;
-import com.azure.ai.agents.models.CandidateMetadata;
-import com.azure.ai.agents.models.CandidateResults;
-import com.azure.ai.agents.models.CreateAgentVersionFromCodeContent;
 import com.azure.ai.agents.models.JobStatus;
-import com.azure.ai.agents.models.OptimizationCandidate;
 import com.azure.ai.agents.models.OptimizationJob;
-import com.azure.ai.agents.models.OptimizationJobInputs;
+import com.azure.ai.agents.models.OptimizationJobListItem;
 import com.azure.ai.agents.models.PageOrder;
-import com.azure.ai.agents.models.PromoteCandidateInput;
-import com.azure.ai.agents.models.PromoteCandidateResult;
-import com.azure.ai.agents.models.SessionDirectoryEntry;
-import com.azure.ai.agents.models.SessionFileWriteResult;
-import com.azure.ai.agents.models.SessionLogEvent;
-import com.azure.ai.agents.models.UpdateAgentDetailsOptions;
-import com.azure.ai.agents.models.VersionIndicator;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceClient;
@@ -42,7 +22,6 @@
 import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.http.rest.Response;
 import com.azure.core.util.BinaryData;
-import com.azure.core.util.IterableStream;
 
 /**
  * Initializes a new instance of the synchronous AgentsClient type.
@@ -65,2751 +44,503 @@ public final class BetaAgentsClient {
     }
 
     /**
-     * Create a new code-based agent
+     * Creates an agent optimization job.
      *
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
-     *
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    Response<BinaryData> createAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content,
-        RequestOptions requestOptions) {
-        // Operation 'createAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
-        // hence not generated.
-        return this.serviceClient.createAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions);
-    }
-
-    /**
-     * Update a code-based agent
-     *
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
+     * 
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    Response<BinaryData> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256, BinaryData content,
-        RequestOptions requestOptions) {
-        // Operation 'updateAgentFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable and
-        // hence not generated.
-        return this.serviceClient.updateAgentFromCodeWithResponse(agentName, codeZipSha256, content, requestOptions);
+    public Response<BinaryData> createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) {
+        return this.serviceClient.createOptimizationJobWithResponse(job, requestOptions);
     }
 
     /**
-     * Update an agent endpoint
+     * Get info about an agent optimization job.
      *
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
+     * Get an optimization job by id.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             agent_guid: String (Optional)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
      *         }
      *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
      *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
      *         ]
      *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent to retrieve
-     *
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
-        RequestOptions requestOptions) {
-        return this.serviceClient.updateAgentDetailsWithResponse(agentName, patchAgentObjectRequest, requestOptions);
-    }
-
-    /**
-     * Create an agent version from code
-     *
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     agent_guid: String (Optional)
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
+     * @param jobId The ID of the job.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return info about an agent optimization job.
+     *
+     * Get an optimization job by id along with {@link Response}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    Response<BinaryData> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        // Operation 'createAgentVersionFromCode' is of content-type 'multipart/form-data'. Protocol API is not usable
-        // and hence not generated.
-        return this.serviceClient.createAgentVersionFromCodeWithResponse(agentName, codeZipSha256, content,
-            requestOptions);
+    public Response<BinaryData> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.getOptimizationJobWithResponse(jobId, requestOptions);
     }
 
     /**
-     * Download agent code
+     * Returns a list of agent optimization jobs.
      *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
-        return this.serviceClient.downloadAgentCodeWithResponse(agentName, requestOptions);
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
      * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        return this.serviceClient.createSessionWithResponse(agentName, createSessionRequest, requestOptions);
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getSessionWithResponse(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionWithResponse(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * Stop a session
-     *
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return this.serviceClient.stopSessionWithResponse(agentName, sessionId, requestOptions);
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
-        return this.serviceClient.listSessions(agentName, requestOptions);
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     *
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     *
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     *
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     *
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     *
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     *
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions);
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        BinaryData content, RequestOptions requestOptions) {
-        return this.serviceClient.uploadSessionFileWithResponse(agentName, agentSessionId, path, content,
-            requestOptions);
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return this.serviceClient.downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listSessionFiles(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions);
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return this.serviceClient.deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions);
-    }
-
-    /**
-     * Create an agent optimization job
-     *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createOptimizationJobWithResponse(BinaryData inputs, RequestOptions requestOptions) {
-        return this.serviceClient.createOptimizationJobWithResponse(inputs, requestOptions);
-    }
-
-    /**
-     * Get an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationJobWithResponse(jobId, requestOptions);
-    }
-
-    /**
-     * List agent optimization jobs
-     *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
-        return this.serviceClient.listOptimizationJobs(requestOptions);
-    }
-
-    /**
-     * Cancel an agent optimization job
-     *
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The ID of the job to cancel.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.cancelOptimizationJobWithResponse(jobId, requestOptions);
-    }
-
-    /**
-     * Delete an agent optimization job
-     *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>When true, force-delete even if the job is in a non-terminal
-     * state.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     *
-     * @param jobId The ID of the job to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.deleteOptimizationJobWithResponse(jobId, requestOptions);
-    }
-
-    /**
-     * List optimization job candidates
-     *
-     * Returns the candidates produced by the specified optimization job.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listOptimizationCandidates(String jobId, RequestOptions requestOptions) {
-        return this.serviceClient.listOptimizationCandidates(jobId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateConfigWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateResultsWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions);
-    }
-
-    /**
-     * Get an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateFileWithResponse(String jobId, String candidateId, String path,
-        RequestOptions requestOptions) {
-        return this.serviceClient.getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions);
-    }
-
-    /**
-     * Promote an optimization candidate
-     *
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> promoteOptimizationCandidateWithResponse(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        return this.serviceClient.promoteOptimizationCandidateWithResponse(jobId, candidateId, candidateRequest,
-            requestOptions);
-    }
-
-    /**
-     * Create a new code-based agent
-     *
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    AgentDetails createAgentFromCode(String agentName, String codeZipSha256, CreateAgentFromCodeContent content) {
-        // Generated convenience method for createAgentFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createAgentFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).getValue().toObject(AgentDetails.class);
-    }
-
-    /**
-     * Update a code-based agent
-     *
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentDetails updateAgentFromCode(String agentName, String codeZipSha256,
-        CreateAgentVersionFromCodeContent content) {
-        // Generated convenience method for updateAgentFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return updateAgentFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).getValue().toObject(AgentDetails.class);
-    }
-
-    /**
-     * Update an agent endpoint
-     *
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     *
-     * @param agentName The name of the agent to retrieve
-     *
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentDetails updateAgentDetails(String agentName, UpdateAgentDetailsOptions patchAgentObjectRequest) {
-        // Generated convenience method for updateAgentDetailsWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
-            .prepareModelForJsonMergePatch(patchAgentObjectRequest, true);
-        BinaryData patchAgentObjectRequestInBinaryData = BinaryData.fromObject(patchAgentObjectRequest);
-        // BinaryData.fromObject() will not fire serialization, use getLength() to fire serialization.
-        patchAgentObjectRequestInBinaryData.getLength();
-        JsonMergePatchHelper.getUpdateAgentDetailsOptionsAccessor()
-            .prepareModelForJsonMergePatch(patchAgentObjectRequest, false);
-        return updateAgentDetailsWithResponse(agentName, patchAgentObjectRequestInBinaryData, requestOptions).getValue()
-            .toObject(AgentDetails.class);
-    }
-
-    /**
-     * Create an agent version from code
-     *
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     *
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentVersionDetails createAgentVersionFromCode(String agentName, String codeZipSha256,
-        CreateAgentVersionFromCodeContent content) {
-        // Generated convenience method for createAgentVersionFromCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createAgentVersionFromCodeWithResponse(agentName, codeZipSha256,
-            new MultipartFormDataHelper(requestOptions).serializeJsonField("metadata", content.getMetadata())
-                .serializeFileField("code", content.getCode().getContent(), content.getCode().getContentType(),
-                    content.getCode().getFilename())
-                .end()
-                .getRequestBody(),
-            requestOptions).getValue().toObject(AgentVersionDetails.class);
-    }
-
-    /**
-     * Download agent code
-     *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     *
-     * @param agentName The name of the agent.
-     * @param agentVersion The version of the agent whose code zip should be downloaded.
-     * If omitted, the latest version's code zip is returned.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadAgentCode(String agentName, String agentVersion) {
-        // Generated convenience method for downloadAgentCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (agentVersion != null) {
-            requestOptions.addQueryParam("agent_version", agentVersion, false);
-        }
-        return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
-    }
-
-    /**
-     * Download agent code
-     *
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     *
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     *
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     *
-     * @param agentName The name of the agent.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadAgentCode(String agentName) {
-        // Generated convenience method for downloadAgentCodeWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return downloadAgentCodeWithResponse(agentName, requestOptions).getValue();
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param agentSessionId Optional caller-provided session ID. If specified, it must be unique within the agent
-     * endpoint. Auto-generated if omitted.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator,
-        String userIsolationKey, String agentSessionId) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj
-            = new CreateSessionRequest(versionIndicator).setAgentSessionId(agentSessionId);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
-    /**
-     * Create a session
-     *
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     *
-     * @param agentName The name of the agent to create a session for.
-     * @param versionIndicator Determines which agent version backs the session.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource createSession(String agentName, VersionIndicator versionIndicator) {
-        // Generated convenience method for createSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        CreateSessionRequest createSessionRequestObj = new CreateSessionRequest(versionIndicator);
-        BinaryData createSessionRequest = BinaryData.fromObject(createSessionRequestObj);
-        return createSessionWithResponse(agentName, createSessionRequest, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource getSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return getSessionWithResponse(agentName, sessionId, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
-    /**
-     * Get a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a session
-     *
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public AgentSessionResource getSession(String agentName, String sessionId) {
-        // Generated convenience method for getSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getSessionWithResponse(agentName, sessionId, requestOptions).getValue()
-            .toObject(AgentSessionResource.class);
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSession(String agentName, String sessionId, String userIsolationKey) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue();
-    }
-
-    /**
-     * Delete a session
-     *
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSession(String agentName, String sessionId) {
-        // Generated convenience method for deleteSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        deleteSessionWithResponse(agentName, sessionId, requestOptions).getValue();
-    }
-
-    /**
-     * Stop a session
-     *
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     *
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void stopSession(String agentName, String sessionId) {
-        // Generated convenience method for stopSessionWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        stopSessionWithResponse(agentName, sessionId, requestOptions).getValue();
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     *
-     * @param agentName The name of the agent.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<AgentSessionResource> listSessions(String agentName, String userIsolationKey, Integer limit,
-        PageOrder order, String after, String before) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        return serviceClient.listSessions(agentName, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * List sessions for an agent
-     *
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     *
-     * @param agentName The name of the agent.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<AgentSessionResource> listSessions(String agentName) {
-        // Generated convenience method for listSessions
-        RequestOptions requestOptions = new RequestOptions();
-        return serviceClient.listSessions(agentName, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(AgentSessionResource.class));
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content, String userIsolationKey) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
-            .toObject(SessionFileWriteResult.class);
-    }
-
-    /**
-     * Upload a session file
-     *
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response from uploading a file to a session sandbox.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public SessionFileWriteResult uploadSessionFile(String agentName, String agentSessionId, String path,
-        BinaryData content) {
-        // Generated convenience method for uploadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return uploadSessionFileWithResponse(agentName, agentSessionId, path, content, requestOptions).getValue()
-            .toObject(SessionFileWriteResult.class);
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path,
-        String userIsolationKey) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
-    }
-
-    /**
-     * Download a session file
-     *
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData downloadSessionFile(String agentName, String agentSessionId, String path) {
-        // Generated convenience method for downloadSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return downloadSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The directory path to list, relative to the session home directory. Defaults to the home directory if
-     * not provided.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId, String path,
-        String userIsolationKey, Integer limit, PageOrder order, String after, String before) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        if (path != null) {
-            requestOptions.addQueryParam("path", path, false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
-    }
-
-    /**
-     * List session files
-     *
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<SessionDirectoryEntry> listSessionFiles(String agentName, String agentSessionId) {
-        // Generated convenience method for listSessionFiles
-        RequestOptions requestOptions = new RequestOptions();
-        return serviceClient.listSessionFiles(agentName, agentSessionId, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(SessionDirectoryEntry.class));
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param recursive Whether to recursively delete directory contents. The service defaults to `false` if a value is
-     * not specified by the caller.
-     * @param userIsolationKey Opaque per-user isolation key used to scope endpoint-scoped data (responses,
-     * conversations, sessions) to a specific end user.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSessionFile(String agentName, String agentSessionId, String path, Boolean recursive,
-        String userIsolationKey) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (recursive != null) {
-            requestOptions.addQueryParam("recursive", String.valueOf(recursive), false);
-        }
-        if (userIsolationKey != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("x-ms-user-isolation-key"), userIsolationKey);
-        }
-        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
-    }
-
-    /**
-     * Delete a session file
-     *
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
+     * }
+     * }
+     * </pre>
      *
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
      */
     @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteSessionFile(String agentName, String agentSessionId, String path) {
-        // Generated convenience method for deleteSessionFileWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        deleteSessionFileWithResponse(agentName, agentSessionId, path, requestOptions).getValue();
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
+        return this.serviceClient.listOptimizationJobs(requestOptions);
     }
 
     /**
-     * Create an agent optimization job
+     * Cancels an agent optimization job.
      *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     * </pre>
      *
-     * @param inputs The optimization job inputs.
-     * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job
-     * unconditionally.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @param jobId The ID of the job to cancel.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
      * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores.
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs, String operationId) {
-        // Generated convenience method for createOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (operationId != null) {
-            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
-        }
-        return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions).getValue()
-            .toObject(OptimizationJob.class);
+    public Response<BinaryData> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.cancelOptimizationJobWithResponse(jobId, requestOptions);
     }
 
     /**
-     * Create an agent optimization job
+     * Deletes an agent optimization job.
      *
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      *
-     * @param inputs The optimization job inputs.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @param jobId The ID of the job to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores.
+     * @return the {@link Response}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs) {
-        // Generated convenience method for createOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createOptimizationJobWithResponse(BinaryData.fromObject(inputs), requestOptions).getValue()
-            .toObject(OptimizationJob.class);
+    public Response<Void> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return this.serviceClient.deleteOptimizationJobWithResponse(jobId, requestOptions);
     }
 
     /**
-     * Get an agent optimization job
+     * Get info about an agent optimization job.
      *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
+     * Get an optimization job by id.
      *
      * @param jobId The ID of the job.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -2818,10 +549,9 @@ public OptimizationJob createOptimizationJob(OptimizationJobInputs inputs) {
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an agent optimization job
+     * @return info about an agent optimization job.
      *
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
+     * Get an optimization job by id.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
@@ -2832,9 +562,9 @@ public OptimizationJob getOptimizationJob(String jobId) {
     }
 
     /**
-     * List agent optimization jobs
+     * Returns a list of agent optimization jobs.
      *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      *
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
@@ -2858,7 +588,7 @@ public OptimizationJob getOptimizationJob(String jobId) {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<OptimizationJob> listOptimizationJobs(Integer limit, PageOrder order, String after,
+    public PagedIterable<OptimizationJobListItem> listOptimizationJobs(Integer limit, PageOrder order, String after,
         String before, JobStatus status, String agentName) {
         // Generated convenience method for listOptimizationJobs
         RequestOptions requestOptions = new RequestOptions();
@@ -2881,13 +611,13 @@ public PagedIterable<OptimizationJob> listOptimizationJobs(Integer limit, PageOr
             requestOptions.addQueryParam("agent_name", agentName, false);
         }
         return serviceClient.listOptimizationJobs(requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJob.class));
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJobListItem.class));
     }
 
     /**
-     * List agent optimization jobs
+     * Returns a list of agent optimization jobs.
      *
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      *
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -2898,18 +628,17 @@ public PagedIterable<OptimizationJob> listOptimizationJobs(Integer limit, PageOr
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<OptimizationJob> listOptimizationJobs() {
+    public PagedIterable<OptimizationJobListItem> listOptimizationJobs() {
         // Generated convenience method for listOptimizationJobs
         RequestOptions requestOptions = new RequestOptions();
         return serviceClient.listOptimizationJobs(requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJob.class));
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationJobListItem.class));
     }
 
     /**
-     * Cancel an agent optimization job
+     * Cancels an agent optimization job.
      *
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      *
      * @param jobId The ID of the job to cancel.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -2930,36 +659,9 @@ public OptimizationJob cancelOptimizationJob(String jobId) {
     }
 
     /**
-     * Delete an agent optimization job
-     *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     *
-     * @param jobId The ID of the job to delete.
-     * @param force When true, force-delete even if the job is in a non-terminal state.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public void deleteOptimizationJob(String jobId, Boolean force) {
-        // Generated convenience method for deleteOptimizationJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        if (force != null) {
-            requestOptions.addQueryParam("force", String.valueOf(force), false);
-        }
-        deleteOptimizationJobWithResponse(jobId, requestOptions).getValue();
-    }
-
-    /**
-     * Delete an agent optimization job
+     * Deletes an agent optimization job.
      *
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      *
      * @param jobId The ID of the job to delete.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -2978,237 +680,55 @@ public void deleteOptimizationJob(String jobId) {
     }
 
     /**
-     * List optimization job candidates
-     *
-     * Returns the candidates produced by the specified optimization job.
-     *
-     * @param jobId The optimization job id.
-     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
-     * default is 20.
-     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
-     * for descending order.
-     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
-     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<OptimizationCandidate> listOptimizationCandidates(String jobId, Integer limit, PageOrder order,
-        String after, String before) {
-        // Generated convenience method for listOptimizationCandidates
-        RequestOptions requestOptions = new RequestOptions();
-        if (limit != null) {
-            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
-        }
-        if (order != null) {
-            requestOptions.addQueryParam("order", order.toString(), false);
-        }
-        if (after != null) {
-            requestOptions.addQueryParam("after", after, false);
-        }
-        if (before != null) {
-            requestOptions.addQueryParam("before", before, false);
-        }
-        return serviceClient.listOptimizationCandidates(jobId, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationCandidate.class));
-    }
-
-    /**
-     * List optimization job candidates
-     *
-     * Returns the candidates produced by the specified optimization job.
-     *
-     * @param jobId The optimization job id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<OptimizationCandidate> listOptimizationCandidates(String jobId) {
-        // Generated convenience method for listOptimizationCandidates
-        RequestOptions requestOptions = new RequestOptions();
-        return serviceClient.listOptimizationCandidates(jobId, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(OptimizationCandidate.class));
-    }
-
-    /**
-     * Get an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate
-     *
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public CandidateMetadata getOptimizationCandidate(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateWithResponse(jobId, candidateId, requestOptions).getValue()
-            .toObject(CandidateMetadata.class);
-    }
-
-    /**
-     * Get an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate config
-     *
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public CandidateDeployConfig getOptimizationCandidateConfig(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateConfigWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateConfigWithResponse(jobId, candidateId, requestOptions).getValue()
-            .toObject(CandidateDeployConfig.class);
-    }
-
-    /**
-     * Get optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate.
-     *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return optimization candidate results
-     *
-     * Retrieves full per-task evaluation results for the specified candidate.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public CandidateResults getOptimizationCandidateResults(String jobId, String candidateId) {
-        // Generated convenience method for getOptimizationCandidateResultsWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateResultsWithResponse(jobId, candidateId, requestOptions).getValue()
-            .toObject(CandidateResults.class);
-    }
-
-    /**
-     * Get an optimization candidate file
+     * Creates an agent optimization job.
      *
-     * Streams the specified file from the candidate's blob directory.
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
+     * @param job The job to create.
+     * @param operationId Client-generated unique ID for idempotent retries. When absent, the server creates the job
+     * unconditionally.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return an optimization candidate file
-     *
-     * Streams the specified file from the candidate's blob directory.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public BinaryData getOptimizationCandidateFile(String jobId, String candidateId, String path) {
-        // Generated convenience method for getOptimizationCandidateFileWithResponse
+    public OptimizationJob createOptimizationJob(OptimizationJob job, String operationId) {
+        // Generated convenience method for createOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getOptimizationCandidateFileWithResponse(jobId, candidateId, path, requestOptions).getValue();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).getValue()
+            .toObject(OptimizationJob.class);
     }
 
     /**
-     * Promote an optimization candidate
+     * Creates an agent optimization job.
      *
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
      *
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param job The job to create.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return response after successfully promoting a candidate.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public PromoteCandidateResult promoteOptimizationCandidate(String jobId, String candidateId,
-        PromoteCandidateInput candidateRequest) {
-        // Generated convenience method for promoteOptimizationCandidateWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return promoteOptimizationCandidateWithResponse(jobId, candidateId, BinaryData.fromObject(candidateRequest),
-            requestOptions).getValue().toObject(PromoteCandidateResult.class);
-    }
-
-    /**
-     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
-     * {@link SessionLogEvent} values.
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public IterableStream<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion,
-        String sessionId) {
+    public OptimizationJob createOptimizationJob(OptimizationJob job) {
+        // Generated convenience method for createOptimizationJobWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return getSessionLogStream(agentName, agentVersion, sessionId, requestOptions);
-    }
-
-    /**
-     * Streams console logs (stdout / stderr) for a specific hosted agent session as typed
-     * {@link SessionLogEvent} values.
-     *
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @return A stream of {@link SessionLogEvent} values emitted by the hosted agent session log stream.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public IterableStream<SessionLogEvent> getSessionLogStream(String agentName, String agentVersion, String sessionId,
-        RequestOptions requestOptions) {
-        return new IterableStream<>(SessionLogStreamHelper
-            .parse(getSessionLogStreamWithResponse(agentName, agentVersion, sessionId, requestOptions).getValue()
-                .toFluxByteBuffer()));
+        return createOptimizationJobWithResponse(BinaryData.fromObject(job), requestOptions).getValue()
+            .toObject(OptimizationJob.class);
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
similarity index 97%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
index 2b48791699b6..7087a01348fd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesAsyncClient.java
@@ -3,10 +3,9 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents;
 
-import com.azure.ai.agents.implementation.BetaToolboxesImpl;
+import com.azure.ai.agents.implementation.ToolboxesImpl;
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -38,19 +37,18 @@
  * Initializes a new instance of the asynchronous AgentsClient type.
  */
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
-@Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaToolboxesAsyncClient {
+public final class ToolboxesAsyncClient {
 
     @Generated
-    private final BetaToolboxesImpl serviceClient;
+    private final ToolboxesImpl serviceClient;
 
     /**
-     * Initializes an instance of BetaToolboxesAsyncClient class.
+     * Initializes an instance of ToolboxesAsyncClient class.
      *
      * @param serviceClient the service client implementation.
      */
     @Generated
-    BetaToolboxesAsyncClient(BetaToolboxesImpl serviceClient) {
+    ToolboxesAsyncClient(ToolboxesImpl serviceClient) {
         this.serviceClient = serviceClient;
     }
 
@@ -69,7 +67,7 @@ public final class BetaToolboxesAsyncClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -101,7 +99,7 @@ public final class BetaToolboxesAsyncClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -254,7 +252,7 @@ public PagedFlux<BinaryData> listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -304,7 +302,7 @@ public PagedFlux<BinaryData> listToolboxVersions(String name, RequestOptions req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
similarity index 97%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
index a37b9ad14b88..ad297c7721f5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaToolboxesClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ToolboxesClient.java
@@ -3,10 +3,9 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents;
 
-import com.azure.ai.agents.implementation.BetaToolboxesImpl;
+import com.azure.ai.agents.implementation.ToolboxesImpl;
 import com.azure.ai.agents.implementation.models.CreateToolboxVersionRequest;
 import com.azure.ai.agents.implementation.models.UpdateToolboxRequest;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -32,19 +31,18 @@
  * Initializes a new instance of the synchronous AgentsClient type.
  */
 @ServiceClient(builder = AgentsClientBuilder.class)
-@Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaToolboxesClient {
+public final class ToolboxesClient {
 
     @Generated
-    private final BetaToolboxesImpl serviceClient;
+    private final ToolboxesImpl serviceClient;
 
     /**
-     * Initializes an instance of BetaToolboxesClient class.
+     * Initializes an instance of ToolboxesClient class.
      *
      * @param serviceClient the service client implementation.
      */
     @Generated
-    BetaToolboxesClient(BetaToolboxesImpl serviceClient) {
+    ToolboxesClient(ToolboxesImpl serviceClient) {
         this.serviceClient = serviceClient;
     }
 
@@ -63,7 +61,7 @@ public final class BetaToolboxesClient {
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -95,7 +93,7 @@ public final class BetaToolboxesClient {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -246,7 +244,7 @@ public PagedIterable<BinaryData> listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -296,7 +294,7 @@ public PagedIterable<BinaryData> listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
index cf6389f143fc..d5d107362708 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
@@ -94,20 +94,6 @@ public BetaMemoryStoresImpl getBetaMemoryStores() {
         return this.betaMemoryStores;
     }
 
-    /**
-     * The BetaToolboxesImpl object to access its operations.
-     */
-    private final BetaToolboxesImpl betaToolboxes;
-
-    /**
-     * Gets the BetaToolboxesImpl object to access its operations.
-     * 
-     * @return the BetaToolboxesImpl object.
-     */
-    public BetaToolboxesImpl getBetaToolboxes() {
-        return this.betaToolboxes;
-    }
-
     /**
      * The BetaAgentsImpl object to access its operations.
      */
@@ -136,6 +122,20 @@ public AgentsImpl getAgents() {
         return this.agents;
     }
 
+    /**
+     * The ToolboxesImpl object to access its operations.
+     */
+    private final ToolboxesImpl toolboxes;
+
+    /**
+     * Gets the ToolboxesImpl object to access its operations.
+     * 
+     * @return the ToolboxesImpl object.
+     */
+    public ToolboxesImpl getToolboxes() {
+        return this.toolboxes;
+    }
+
     /**
      * Initializes an instance of AgentsClient client.
      * 
@@ -185,8 +185,8 @@ public AgentsClientImpl(HttpPipeline httpPipeline, SerializerAdapter serializerA
         this.endpoint = endpoint;
         this.serviceVersion = serviceVersion;
         this.betaMemoryStores = new BetaMemoryStoresImpl(this);
-        this.betaToolboxes = new BetaToolboxesImpl(this);
         this.betaAgents = new BetaAgentsImpl(this);
         this.agents = new AgentsImpl(this);
+        this.toolboxes = new ToolboxesImpl(this);
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
index df20978d9abb..788d75a0801a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsImpl.java
@@ -12,8 +12,10 @@
 import com.azure.core.annotation.HeaderParam;
 import com.azure.core.annotation.Host;
 import com.azure.core.annotation.HostParam;
+import com.azure.core.annotation.Patch;
 import com.azure.core.annotation.PathParam;
 import com.azure.core.annotation.Post;
+import com.azure.core.annotation.Put;
 import com.azure.core.annotation.QueryParam;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceInterface;
@@ -120,6 +122,32 @@ Response<BinaryData> createAgentSync(@HostParam("endpoint") String endpoint,
             @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData createAgentRequest,
             RequestOptions requestOptions, Context context);
 
+        // @Multipart not supported by RestProxy
+        @Post("/agents")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> createAgentFromCode(@HostParam("endpoint") String endpoint,
+            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
+        // @Multipart not supported by RestProxy
+        @Post("/agents")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> createAgentFromCodeSync(@HostParam("endpoint") String endpoint,
+            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
         @Post("/agents/{agent_name}")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -144,6 +172,32 @@ Response<BinaryData> updateAgentSync(@HostParam("endpoint") String endpoint,
             @BodyParam("application/json") BinaryData updateAgentRequest, RequestOptions requestOptions,
             Context context);
 
+        // @Multipart not supported by RestProxy
+        @Post("/agents/{agent_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> updateAgentFromCode(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
+        // @Multipart not supported by RestProxy
+        @Post("/agents/{agent_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> updateAgentFromCodeSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
         @Post("/agents:import")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -344,6 +398,334 @@ Response<BinaryData> listAgentVersionsSync(@HostParam("endpoint") String endpoin
             @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
+        @Patch("/agents/{agent_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> updateAgentDetails(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
+            RequestOptions requestOptions, Context context);
+
+        @Patch("/agents/{agent_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> updateAgentDetailsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
+            RequestOptions requestOptions, Context context);
+
+        // @Multipart not supported by RestProxy
+        @Post("/agents/{agent_name}/versions")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> createAgentVersionFromCode(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
+        // @Multipart not supported by RestProxy
+        @Post("/agents/{agent_name}/versions")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> createAgentVersionFromCodeSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
+            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/code:download")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> downloadAgentCode(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/code:download")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> downloadAgentCodeSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:enable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> enableAgent(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:enable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> enableAgentSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:disable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> disableAgent(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}:disable")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> disableAgentSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}/endpoint/sessions")
+        @ExpectedResponses({ 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> createSession(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
+            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
+            Context context);
+
+        @Post("/agents/{agent_name}/endpoint/sessions")
+        @ExpectedResponses({ 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> createSessionSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
+            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
+            Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getSession(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getSessionSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> deleteSession(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> deleteSessionSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> stopSession(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> stopSessionSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listSessions(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listSessionsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getSessionLogStream(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
+            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getSessionLogStreamSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
+            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
+        @ExpectedResponses({ 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> uploadSessionFile(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
+
+        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
+        @ExpectedResponses({ 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> uploadSessionFileSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> downloadSessionFile(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> downloadSessionFileSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listSessionFiles(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listSessionFilesSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> deleteSessionFile(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> deleteSessionFileSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
+            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
         @Get("/openai/v1/conversations")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -375,6 +757,7 @@ Response<BinaryData> listAgentConversationsSync(@HostParam("endpoint") String en
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -476,6 +859,7 @@ public Mono<Response<BinaryData>> getAgentWithResponseAsync(String agentName, Re
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -574,6 +958,7 @@ public Response<BinaryData> getAgentWithResponse(String agentName, RequestOption
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -634,6 +1019,7 @@ public Response<BinaryData> getAgentWithResponse(String agentName, RequestOption
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -733,6 +1119,7 @@ public Mono<Response<BinaryData>> createAgentWithResponseAsync(BinaryData create
      * {@code
      * {
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Optional)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -793,6 +1180,7 @@ public Mono<Response<BinaryData>> createAgentWithResponseAsync(BinaryData create
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -881,32 +1269,125 @@ public Response<BinaryData> createAgentWithResponse(BinaryData createAgentReques
     }
 
     /**
-     * Update an agent
+     * Create a new code-based agent
      * 
-     * Updates the agent by adding a new version if there are any changes to the agent definition.
-     * If no changes, returns the existing agent version.
-     * <p><strong>Request Body Schema</strong></p>
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
      *         }
      *     }
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
      *     }
      * }
      * }
      * </pre>
      * 
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.createAgentFromCode(this.client.getEndpoint(), contentType, agentName,
+                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
+    }
+
+    /**
+     * Create a new code-based agent
+     * 
+     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
+     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
+     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -915,6 +1396,7 @@ public Response<BinaryData> createAgentWithResponse(BinaryData createAgentReques
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -986,23 +1468,25 @@ public Response<BinaryData> createAgentWithResponse(BinaryData createAgentReques
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve.
-     * @param updateAgentRequest The updateAgentRequest parameter.
+     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
+     * hyphens allowed in the middle.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> updateAgentWithResponseAsync(String agentName, BinaryData updateAgentRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
+    public Response<BinaryData> createAgentFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.updateAgent(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions,
-            context));
+        return service.createAgentFromCodeSync(this.client.getEndpoint(), contentType, agentName, codeZipSha256,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
     }
 
     /**
@@ -1040,6 +1524,7 @@ public Mono<Response<BinaryData>> updateAgentWithResponseAsync(String agentName,
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1118,35 +1603,40 @@ public Mono<Response<BinaryData>> updateAgentWithResponseAsync(String agentName,
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> updateAgentWithResponse(String agentName, BinaryData updateAgentRequest,
+    public Mono<Response<BinaryData>> updateAgentWithResponseAsync(String agentName, BinaryData updateAgentRequest,
         RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
-        return service.updateAgentSync(this.client.getEndpoint(), agentName,
+        return FluxUtil.withContext(context -> service.updateAgent(this.client.getEndpoint(), agentName,
             this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions,
-            Context.NONE);
+            context));
     }
 
     /**
-     * Create an agent from a manifest
+     * Update an agent
      * 
-     * Imports the provided manifest to create an agent and returns the created resource.
+     * Updates the agent by adding a new version if there are any changes to the agent definition.
+     * If no changes, returns the existing agent version.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     name: String (Required)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
      *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
      *     }
      * }
      * }
@@ -1160,6 +1650,7 @@ public Response<BinaryData> updateAgentWithResponse(String agentName, BinaryData
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1231,46 +1722,33 @@ public Response<BinaryData> updateAgentWithResponse(String agentName, BinaryData
      * }
      * </pre>
      * 
-     * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter.
+     * @param agentName The name of the agent to retrieve.
+     * @param updateAgentRequest The updateAgentRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createAgentFromManifestWithResponseAsync(
-        BinaryData createAgentFromManifestRequest, RequestOptions requestOptions) {
+    public Response<BinaryData> updateAgentWithResponse(String agentName, BinaryData updateAgentRequest,
+        RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createAgentFromManifest(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest,
-            requestOptions, context));
+        return service.updateAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentRequest, requestOptions,
+            Context.NONE);
     }
 
     /**
-     * Create an agent from a manifest
-     * 
-     * Imports the provided manifest to create an agent and returns the created resource.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * </pre>
+     * Update a code-based agent
      * 
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -1279,6 +1757,7 @@ public Mono<Response<BinaryData>> createAgentFromManifestWithResponseAsync(
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1350,46 +1829,38 @@ public Mono<Response<BinaryData>> createAgentFromManifestWithResponseAsync(
      * }
      * </pre>
      * 
-     * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter.
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createAgentFromManifestWithResponse(BinaryData createAgentFromManifestRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
+    public Mono<Response<BinaryData>> updateAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
-        return service.createAgentFromManifestSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest,
-            requestOptions, Context.NONE);
+        return FluxUtil
+            .withContext(context -> service.updateAgentFromCode(this.client.getEndpoint(), agentName, contentType,
+                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
     }
 
     /**
-     * Update an agent from a manifest
-     * 
-     * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
-     * If no changes, returns the existing agent version.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * </pre>
+     * Update a code-based agent
      * 
+     * Updates a code-based agent by uploading new code and creating a new version.
+     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -1398,6 +1869,7 @@ public Response<BinaryData> createAgentFromManifestWithResponse(BinaryData creat
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1469,35 +1941,39 @@ public Response<BinaryData> createAgentFromManifestWithResponse(BinaryData creat
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to update.
-     * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter.
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> updateAgentFromManifestWithResponseAsync(String agentName,
-        BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
+    public Response<BinaryData> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.updateAgentFromManifest(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest,
-            requestOptions, context));
+        return service.updateAgentFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
     }
 
     /**
-     * Update an agent from a manifest
+     * Create an agent from a manifest
      * 
-     * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
-     * If no changes, returns the existing agent version.
+     * Imports the provided manifest to create an agent and returns the created resource.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
+     *     name: String (Required)
      *     metadata (Optional): {
      *         String: String (Required)
      *     }
@@ -1518,6 +1994,7 @@ public Mono<Response<BinaryData>> updateAgentFromManifestWithResponseAsync(Strin
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1589,136 +2066,46 @@ public Mono<Response<BinaryData>> updateAgentFromManifestWithResponseAsync(Strin
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to update.
-     * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter.
+     * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> updateAgentFromManifestWithResponse(String agentName,
-        BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> createAgentFromManifestWithResponseAsync(
+        BinaryData createAgentFromManifestRequest, RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
-        return service.updateAgentFromManifestSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest,
-            requestOptions, Context.NONE);
+        return FluxUtil.withContext(context -> service.createAgentFromManifest(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest,
+            requestOptions, context));
     }
 
     /**
-     * Delete an agent
+     * Create an agent from a manifest
      * 
-     * Deletes an agent. For hosted agents, if any version has active sessions, the request
-     * is rejected with HTTP 409 unless `force` is set to true. When force is true, all
-     * associated sessions are cascade-deleted along with the agent and its versions.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the agent even if
-     * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false`
-     * if a value is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
+     * Imports the provided manifest to create an agent and returns the created resource.
+     * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     name: String (Required)
-     *     deleted: boolean (Required)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent Object along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> internalDeleteAgentWithResponseAsync(String agentName,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.internalDeleteAgent(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Delete an agent
-     * 
-     * Deletes an agent. For hosted agents, if any version has active sessions, the request
-     * is rejected with HTTP 409 unless `force` is set to true. When force is true, all
-     * associated sessions are cascade-deleted along with the agent and its versions.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the agent even if
-     * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false`
-     * if a value is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     deleted: boolean (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent Object along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> internalDeleteAgentWithResponse(String agentName, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.internalDeleteAgentSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * List agents
-     * 
-     * Returns a paged collection of agent resources.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
-     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -1727,6 +2114,7 @@ public Response<BinaryData> internalDeleteAgentWithResponse(String agentName, Re
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1798,50 +2186,46 @@ public Response<BinaryData> internalDeleteAgentWithResponse(String agentName, Re
      * }
      * </pre>
      * 
+     * @param createAgentFromManifestRequest The createAgentFromManifestRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listAgentsSinglePageAsync(RequestOptions requestOptions) {
+    public Response<BinaryData> createAgentFromManifestWithResponse(BinaryData createAgentFromManifestRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listAgents(this.client.getEndpoint(),
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
+        return service.createAgentFromManifestSync(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentFromManifestRequest,
+            requestOptions, Context.NONE);
     }
 
     /**
-     * List agents
+     * Update an agent from a manifest
+     * 
+     * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
+     * If no changes, returns the existing agent version.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * </pre>
      * 
-     * Returns a paged collection of agent resources.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
-     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -1850,6 +2234,7 @@ private Mono<PagedResponse<BinaryData>> listAgentsSinglePageAsync(RequestOptions
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -1921,44 +2306,47 @@ private Mono<PagedResponse<BinaryData>> listAgentsSinglePageAsync(RequestOptions
      * }
      * </pre>
      * 
+     * @param agentName The name of the agent to update.
+     * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listAgentsAsync(RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listAgentsSinglePageAsync(requestOptions));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> updateAgentFromManifestWithResponseAsync(String agentName,
+        BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.updateAgentFromManifest(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest,
+            requestOptions, context));
     }
 
     /**
-     * List agents
+     * Update an agent from a manifest
+     * 
+     * Updates the agent from a manifest by adding a new version if there are any changes to the agent definition.
+     * If no changes, returns the existing agent version.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * </pre>
      * 
-     * Returns a paged collection of agent resources.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
-     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
@@ -1967,6 +2355,7 @@ public PagedFlux<BinaryData> listAgentsAsync(RequestOptions requestOptions) {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
      *     versions (Required): {
      *         latest (Required): {
      *             metadata (Required): {
@@ -2038,46 +2427,38 @@ public PagedFlux<BinaryData> listAgentsAsync(RequestOptions requestOptions) {
      * }
      * </pre>
      * 
+     * @param agentName The name of the agent to update.
+     * @param updateAgentFromManifestRequest The updateAgentFromManifestRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listAgentsSinglePage(RequestOptions requestOptions) {
+    public Response<BinaryData> updateAgentFromManifestWithResponse(String agentName,
+        BinaryData updateAgentFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        Response<BinaryData> res = service.listAgentsSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+        return service.updateAgentFromManifestSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, updateAgentFromManifestRequest,
+            requestOptions, Context.NONE);
     }
 
     /**
-     * List agents
+     * Delete an agent
      * 
-     * Returns a paged collection of agent resources.
+     * Deletes an agent. For hosted agents, if any version has active sessions, the request
+     * is rejected with HTTP 409 unless `force` is set to true. When force is true, all
+     * associated sessions are cascade-deleted along with the agent and its versions.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
-     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the agent even if
+     * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false`
+     * if a value is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
@@ -2086,24 +2467,121 @@ private PagedResponse<BinaryData> listAgentsSinglePage(RequestOptions requestOpt
      * {@code
      * {
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent Object along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> internalDeleteAgentWithResponseAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.internalDeleteAgent(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Delete an agent
+     * 
+     * Deletes an agent. For hosted agents, if any version has active sessions, the request
+     * is rejected with HTTP 409 unless `force` is set to true. When force is true, all
+     * associated sessions are cascade-deleted along with the agent and its versions.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the agent even if
+     * its versions have active sessions, cascading deletion to all associated sessions. The service defaults to `false`
+     * if a value is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent Object along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> internalDeleteAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.internalDeleteAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * List agents
+     * 
+     * Returns a paged collection of agent resources.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
      *             }
      *             status: String(creating/active/failed/deleting/deleted) (Optional)
      *             instance_identity (Optional): {
@@ -2164,93 +2642,375 @@ private PagedResponse<BinaryData> listAgentsSinglePage(RequestOptions requestOpt
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listAgents(RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listAgentsSinglePage(requestOptions));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listAgentsSinglePageAsync(RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgents(this.client.getEndpoint(),
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
     }
 
     /**
-     * Create an agent version
-     * 
-     * Creates a new version for the specified agent and returns the created version resource.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     * }
-     * }
-     * </pre>
+     * List agents
      * 
+     * Returns a paged collection of agent resources.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
      *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
      *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
      *         }
      *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
      *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
      *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
      *     }
-     *     agent_guid: String (Optional)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionRequest The createAgentVersionRequest parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentsAsync(RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listAgentsSinglePageAsync(requestOptions));
+    }
+
+    /**
+     * List agents
+     * 
+     * Returns a paged collection of agent resources.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createAgentVersionWithResponseAsync(String agentName,
-        BinaryData createAgentVersionRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
+    private PagedResponse<BinaryData> listAgentsSinglePage(RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createAgentVersion(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
-            requestOptions, context));
+        Response<BinaryData> res = service.listAgentsSync(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List agents
+     * 
+     * Returns a paged collection of agent resources.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>kind</td><td>String</td><td>No</td><td>Filter agents by kind. If not provided, all agents are returned.
+     * Allowed values: "prompt", "hosted", "workflow", "external".</td></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgents(RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listAgentsSinglePage(requestOptions));
     }
 
     /**
@@ -2323,385 +3083,2258 @@ public Mono<Response<BinaryData>> createAgentVersionWithResponseAsync(String age
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createAgentVersionWithResponseAsync(String agentName,
+        BinaryData createAgentVersionRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createAgentVersion(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
+            requestOptions, context));
+    }
+
+    /**
+     * Create an agent version
+     * 
+     * Creates a new version for the specified agent and returns the created version resource.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionRequest The createAgentVersionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> createAgentVersionWithResponse(String agentName, BinaryData createAgentVersionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createAgentVersionSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
+            requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create an agent version from manifest
+     * 
+     * Imports the provided manifest to create a new version for the specified agent.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createAgentVersionFromManifestWithResponseAsync(String agentName,
+        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createAgentVersionFromManifest(this.client.getEndpoint(),
+            agentName, this.client.getServiceVersion().getVersion(), contentType, accept,
+            createAgentVersionFromManifestRequest, requestOptions, context));
+    }
+
+    /**
+     * Create an agent version from manifest
+     * 
+     * Imports the provided manifest to create a new version for the specified agent.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     description: String (Optional)
+     *     manifest_id: String (Required)
+     *     parameter_values (Required): {
+     *         String: BinaryData (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> createAgentVersionFromManifestWithResponse(String agentName,
+        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createAgentVersionFromManifestSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionFromManifestRequest,
+            requestOptions, Context.NONE);
+    }
+
+    /**
+     * Get an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve.
+     * @param agentVersion The version of the agent to retrieve.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}
+     * on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentVersionDetailsWithResponseAsync(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getAgentVersionDetails(this.client.getEndpoint(), agentName,
+            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve.
+     * @param agentVersion The version of the agent to retrieve.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent version
+     * 
+     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentVersionDetailsWithResponse(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentVersionDetailsSync(this.client.getEndpoint(), agentName, agentVersion,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete an agent version
+     * 
+     * Deletes a specific version of an agent. For hosted agents, if the version has active
+     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
+     * force is true, all sessions associated with this version are cascade-deleted.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the version even if
+     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
+     * is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to delete.
+     * @param agentVersion The version of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent version Object along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> internalDeleteAgentVersionWithResponseAsync(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.internalDeleteAgentVersion(this.client.getEndpoint(), agentName,
+            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Delete an agent version
+     * 
+     * Deletes a specific version of an agent. For hosted agents, if the version has active
+     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
+     * force is true, all sessions associated with this version are cascade-deleted.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the version even if
+     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
+     * is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     deleted: boolean (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to delete.
+     * @param agentVersion The version of the agent to delete.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a deleted agent version Object along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> internalDeleteAgentVersionWithResponse(String agentName, String agentVersion,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.internalDeleteAgentVersionSync(this.client.getEndpoint(), agentName, agentVersion,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listAgentVersionsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgentVersions(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentVersionsAsync(String agentName, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listAgentVersionsSinglePageAsync(agentName, requestOptions));
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listAgentVersionsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listAgentVersionsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List agent versions
+     * 
+     * Returns a paged collection of versions for the specified agent.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve versions for.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentVersions(String agentName, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listAgentVersionsSinglePage(agentName, requestOptions));
+    }
+
+    /**
+     * Update an agent endpoint
+     * 
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve
+     * 
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> updateAgentDetailsWithResponseAsync(String agentName,
+        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
+        final String contentType = "application/merge-patch+json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.updateAgentDetails(this.client.getEndpoint(), agentName,
+            contentType, this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
+            context));
+    }
+
+    /**
+     * Update an agent endpoint
+     * 
+     * Applies a merge-patch update to the specified agent endpoint configuration.
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     state: String(enabled/disabled) (Required)
+     *     versions (Required): {
+     *         latest (Required): {
+     *             metadata (Required): {
+     *                 String: String (Required)
+     *             }
+     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *             id: String (Required)
+     *             name: String (Required)
+     *             version: String (Required)
+     *             description: String (Optional)
+     *             created_at: long (Required)
+     *             definition (Required): {
+     *                 kind: String(prompt/hosted/workflow/external) (Required)
+     *                 rai_config (Optional): {
+     *                     rai_policy_name: String (Required)
+     *                 }
+     *             }
+     *             status: String(creating/active/failed/deleting/deleted) (Optional)
+     *             instance_identity (Optional): {
+     *                 principal_id: String (Required)
+     *                 client_id: String (Required)
+     *             }
+     *             blueprint (Optional): (recursive schema, see blueprint above)
+     *             blueprint_reference (Optional): {
+     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
+     *             }
+     *             agent_guid: String (Optional)
+     *         }
+     *     }
+     *     agent_endpoint (Optional): {
+     *         version_selector (Optional): {
+     *             version_selection_rules (Optional, Required on create): [
+     *                  (Optional, Required on create){
+     *                     type: String(FixedRatio) (Required)
+     *                     agent_version: String (Optional, Required on create)
+     *                 }
+     *             ]
+     *         }
+     *         protocols (Optional): [
+     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
+     *         ]
+     *         authorization_schemes (Optional): [
+     *              (Optional){
+     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
+     *             }
+     *         ]
+     *     }
+     *     instance_identity (Optional): (recursive schema, see instance_identity above)
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
+     *     agent_card (Optional): {
+     *         version: String (Optional, Required on create)
+     *         description: String (Optional)
+     *         skills (Optional, Required on create): [
+     *              (Optional, Required on create){
+     *                 id: String (Optional, Required on create)
+     *                 name: String (Optional, Required on create)
+     *                 description: String (Optional)
+     *                 tags (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *                 examples (Optional): [
+     *                     String (Optional)
+     *                 ]
+     *             }
+     *         ]
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to retrieve
+     * 
+     * The name of the agent to retrieve.
+     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/merge-patch+json";
+        final String accept = "application/json";
+        return service.updateAgentDetailsSync(this.client.getEndpoint(), agentName, contentType,
+            this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
+            Context.NONE);
+    }
+
+    /**
+     * Create an agent version from code
+     * 
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createAgentVersionFromCodeWithResponseAsync(String agentName,
+        String codeZipSha256, BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return FluxUtil.withContext(
+            context -> service.createAgentVersionFromCode(this.client.getEndpoint(), agentName, contentType,
+                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
+    }
+
+    /**
+     * Create an agent version from code
+     * 
+     * Creates a new agent version from code. Uploads the code zip and creates a new version
+     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
+     * `x-ms-code-zip-sha256` header for integrity and dedup.
+     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
+     * irrelevant).
+     * Maximum upload size is 250 MB.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     metadata (Required): {
+     *         String: String (Required)
+     *     }
+     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
+     *     id: String (Required)
+     *     name: String (Required)
+     *     version: String (Required)
+     *     description: String (Optional)
+     *     created_at: long (Required)
+     *     definition (Required): {
+     *         kind: String(prompt/hosted/workflow/external) (Required)
+     *         rai_config (Optional): {
+     *             rai_policy_name: String (Required)
+     *         }
+     *     }
+     *     status: String(creating/active/failed/deleting/deleted) (Optional)
+     *     instance_identity (Optional): {
+     *         principal_id: String (Required)
+     *         client_id: String (Required)
+     *     }
+     *     blueprint (Optional): (recursive schema, see blueprint above)
+     *     blueprint_reference (Optional): {
+     *         type: String(ManagedAgentIdentityBlueprint) (Required)
+     *     }
+     *     agent_guid: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
+     * - Must start and end with alphanumeric characters,
+     * - Can contain hyphens in the middle
+     * - Must not exceed 63 characters.
+     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
+     * verification.
+     * @param content The content parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "multipart/form-data";
+        final String accept = "application/json";
+        return service.createAgentVersionFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Download agent code
+     * 
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     * 
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     * 
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentCodeWithResponseAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/zip";
+        return FluxUtil.withContext(context -> service.downloadAgentCode(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Download agent code
+     * 
+     * Downloads the code zip for a code-based hosted agent.
+     * Returns the previously-uploaded zip (`application/zip`).
+     * 
+     * If `agent_version` is supplied, returns that version's code zip; otherwise
+     * returns the latest version's code zip.
+     * 
+     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
+     * resolved version's `code_configuration`.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
+     * downloaded.
+     * If omitted, the latest version's code zip is returned.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/zip";
+        return service.downloadAgentCodeSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Enable an agent
+     * 
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> enableAgentWithResponseAsync(String agentName, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.enableAgent(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Enable an agent
+     * 
+     * Enables the specified agent, allowing it to accept new sessions and process requests.
+     * This operation is idempotent — enabling an already-enabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to enable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> enableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return service.enableAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Disable an agent
+     * 
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> disableAgentWithResponseAsync(String agentName, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.disableAgent(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Disable an agent
+     * 
+     * Disables the specified agent, preventing it from accepting new sessions or processing requests.
+     * Existing active sessions are allowed to drain gracefully but no new sessions can be created.
+     * This operation is idempotent — disabling an already-disabled agent returns success with no side effects.
+     * 
+     * @param agentName The name of the agent to disable.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> disableAgentWithResponse(String agentName, RequestOptions requestOptions) {
+        return service.disableAgentSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create a session
+     * 
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> createSessionWithResponseAsync(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.createSession(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
+            context));
+    }
+
+    /**
+     * Create a session
+     * 
+     * Creates a new session for an agent endpoint.
+     * The endpoint resolves the backing agent version from `version_indicator` and
+     * enforces session ownership using the provided isolation key for session-mutating operations.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Optional)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent to create a session for.
+     * @param createSessionRequest The createSessionRequest parameter.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
+     * {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createSessionSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
+            Context.NONE);
+    }
+
+    /**
+     * Get a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
+     * on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a session
+     * 
+     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getSessionWithResponse(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete a session
+     * 
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a session
+     * 
+     * Deletes a session synchronously.
+     * Returns 204 No Content when the session is deleted or does not exist.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return service.deleteSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Stop a session
+     * 
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> stopSessionWithResponseAsync(String agentName, String sessionId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.stopSession(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Stop a session
+     * 
+     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
+     * 
+     * @param agentName The name of the agent.
+     * @param sessionId The session identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
+        return service.stopSessionSync(this.client.getEndpoint(), agentName, sessionId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listSessionsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listSessions(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listSessionsAsync(String agentName, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listSessionsSinglePageAsync(agentName, requestOptions));
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listSessionsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listSessionsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
+    }
+
+    /**
+     * List sessions for an agent
+     * 
+     * Returns a paged collection of sessions associated with the specified agent endpoint.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     agent_session_id: String (Required)
+     *     version_indicator (Required): {
+     *         type: String(version_ref) (Required)
+     *     }
+     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
+     *     created_at: long (Required)
+     *     last_accessed_at: long (Required)
+     *     expires_at: long (Required)
+     * }
+     * }
+     * </pre>
+     * 
+     * @param agentName The name of the agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createAgentVersionWithResponse(String agentName, BinaryData createAgentVersionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createAgentVersionSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionRequest,
-            requestOptions, Context.NONE);
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listSessionsSinglePage(agentName, requestOptions));
     }
 
     /**
-     * Create an agent version from manifest
+     * Stream console logs for a hosted agent session
      * 
-     * Imports the provided manifest to create a new version for the specified agent.
-     * <p><strong>Request Body Schema</strong></p>
+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
      * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * </pre>
+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
      * 
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
+     * 
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     event: String(log) (Required)
+     *     data: String (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     * 
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createAgentVersionFromManifestWithResponseAsync(String agentName,
-        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createAgentVersionFromManifest(this.client.getEndpoint(),
-            agentName, this.client.getServiceVersion().getVersion(), contentType, accept,
-            createAgentVersionFromManifestRequest, requestOptions, context));
+    public Mono<Response<BinaryData>> getSessionLogStreamWithResponseAsync(String agentName, String agentVersion,
+        String sessionId, RequestOptions requestOptions) {
+        final String accept = "text/event-stream";
+        return FluxUtil.withContext(context -> service.getSessionLogStream(this.client.getEndpoint(), agentName,
+            agentVersion, sessionId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Create an agent version from manifest
+     * Stream console logs for a hosted agent session
      * 
-     * Imports the provided manifest to create a new version for the specified agent.
-     * <p><strong>Request Body Schema</strong></p>
+     * Streams console logs (stdout / stderr) for a specific hosted agent session
+     * as a Server-Sent Events (SSE) stream.
      * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
-     *     description: String (Optional)
-     *     manifest_id: String (Required)
-     *     parameter_values (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     * }
-     * }
-     * </pre>
+     * Each SSE frame contains:
+     * - `event`: always `"log"`
+     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
+     * is not contractual and may include additional keys or change format
+     * over time — clients should treat it as an opaque string)
+     * 
+     * Example SSE frames:
+     * ```
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
+     * 8088"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
+     * 
+     * event: log
+     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
+     * ```
      * 
+     * The stream remains open until the client disconnects or the server
+     * terminates the connection. Clients should handle reconnection as needed.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     event: String(log) (Required)
+     *     data: String (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param createAgentVersionFromManifestRequest The createAgentVersionFromManifestRequest parameter.
+     * @param agentName The name of the hosted agent.
+     * @param agentVersion The version of the agent.
+     * @param sessionId The session ID (maps to an ADC sandbox).
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
+     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
+     * 
+     * Each frame contains an `event` field identifying the event type and a `data`
+     * field carrying the payload as plain text along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createAgentVersionFromManifestWithResponse(String agentName,
-        BinaryData createAgentVersionFromManifestRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createAgentVersionFromManifestSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createAgentVersionFromManifestRequest,
-            requestOptions, Context.NONE);
+    public Response<BinaryData> getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
+        RequestOptions requestOptions) {
+        final String accept = "text/event-stream";
+        return service.getSessionLogStreamSync(this.client.getEndpoint(), agentName, agentVersion, sessionId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * Get an agent version
+     * Upload a session file
+     * 
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
      * 
-     * Retrieves the specified version of an agent by its agent name and version identifier.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     path: String (Required)
+     *     bytes_written: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve.
-     * @param agentVersion The version of the agent to retrieve.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent version
-     * 
-     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}
-     * on successful completion of {@link Mono}.
+     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
+     * of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getAgentVersionDetailsWithResponseAsync(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> uploadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+        String path, BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getAgentVersionDetails(this.client.getEndpoint(), agentName,
-            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return FluxUtil.withContext(
+            context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, agentSessionId, path,
+                contentType, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
     }
 
     /**
-     * Get an agent version
+     * Upload a session file
+     * 
+     * Uploads binary file content to the specified path in the session sandbox.
+     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
      * 
-     * Retrieves the specified version of an agent by its agent name and version identifier.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     path: String (Required)
+     *     bytes_written: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve.
-     * @param agentVersion The version of the agent to retrieve.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The destination file path within the sandbox, relative to the session home directory.
+     * @param content The content parameter.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent version
-     * 
-     * Retrieves the specified version of an agent by its agent name and version identifier along with {@link Response}.
+     * @return response from uploading a file to a session sandbox along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getAgentVersionDetailsWithResponse(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
+    public Response<BinaryData> uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        BinaryData content, RequestOptions requestOptions) {
+        final String contentType = "application/octet-stream";
         final String accept = "application/json";
-        return service.getAgentVersionDetailsSync(this.client.getEndpoint(), agentName, agentVersion,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path, contentType,
+            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
     }
 
     /**
-     * Delete an agent version
+     * Download a session file
      * 
-     * Deletes a specific version of an agent. For hosted agents, if the version has active
-     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
-     * force is true, all sessions associated with this version are cascade-deleted.
-     * <p><strong>Query Parameters</strong></p>
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * <p><strong>Header Parameters</strong></p>
      * <table border="1">
-     * <caption>Query Parameters</caption>
+     * <caption>Header Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the version even if
-     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
-     * is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
      * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     deleted: boolean (Required)
-     * }
+     * BinaryData
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to delete.
-     * @param agentVersion The version of the agent to delete.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent version Object along with {@link Response} on successful completion of {@link Mono}.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> internalDeleteAgentVersionWithResponseAsync(String agentName, String agentVersion,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.internalDeleteAgentVersion(this.client.getEndpoint(), agentName,
-            agentVersion, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    public Mono<Response<BinaryData>> downloadSessionFileWithResponseAsync(String agentName, String agentSessionId,
+        String path, RequestOptions requestOptions) {
+        final String accept = "application/octet-stream";
+        return FluxUtil.withContext(context -> service.downloadSessionFile(this.client.getEndpoint(), agentName,
+            agentSessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Delete an agent version
+     * Download a session file
      * 
-     * Deletes a specific version of an agent. For hosted agents, if the version has active
-     * sessions, the request is rejected with HTTP 409 unless `force` is set to true. When
-     * force is true, all sessions associated with this version are cascade-deleted.
-     * <p><strong>Query Parameters</strong></p>
+     * Downloads the file at the specified sandbox path as a binary stream.
+     * The path is resolved relative to the session home directory.
+     * <p><strong>Header Parameters</strong></p>
      * <table border="1">
-     * <caption>Query Parameters</caption>
+     * <caption>Header Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>For Hosted Agents, if `true`, force-deletes the version even if
-     * it has active sessions, cascading deletion to all associated sessions. The service defaults to `false` if a value
-     * is not specified by the caller. This value is not relevant for other Agent types.</td></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
      * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     deleted: boolean (Required)
-     * }
+     * BinaryData
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to delete.
-     * @param agentVersion The version of the agent to delete.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file path to download from the sandbox, relative to the session home directory.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a deleted agent version Object along with {@link Response}.
+     * @return the response body along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> internalDeleteAgentVersionWithResponse(String agentName, String agentVersion,
+    public Response<BinaryData> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
         RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.internalDeleteAgentVersionSync(this.client.getEndpoint(), agentName, agentVersion,
+        final String accept = "application/octet-stream";
+        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -2718,68 +5351,59 @@ public Response<BinaryData> internalDeleteAgentVersionWithResponse(String agentN
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
+     * @return the response body along with {@link PagedResponse} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listAgentVersionsSinglePageAsync(String agentName,
+    private Mono<PagedResponse<BinaryData>> listSessionFilesSinglePageAsync(String agentName, String agentSessionId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
         return FluxUtil
-            .withContext(context -> service.listAgentVersions(this.client.getEndpoint(), agentName,
+            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, agentSessionId,
                 this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
             .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
+                getValues(res.getValue(), "entries"), null, null));
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -2796,61 +5420,54 @@ private Mono<PagedResponse<BinaryData>> listAgentVersionsSinglePageAsync(String
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     * @return the paginated response with {@link PagedFlux}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listAgentVersionsAsync(String agentName, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listAgentVersionsSinglePageAsync(agentName, requestOptions));
+    public PagedFlux<BinaryData> listSessionFilesAsync(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, agentSessionId, requestOptions));
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -2867,65 +5484,58 @@ public PagedFlux<BinaryData> listAgentVersionsAsync(String agentName, RequestOpt
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return the response body along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listAgentVersionsSinglePage(String agentName, RequestOptions requestOptions) {
+    private PagedResponse<BinaryData> listSessionFilesSinglePage(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
         final String accept = "application/json";
-        Response<BinaryData> res = service.listAgentVersionsSync(this.client.getEndpoint(), agentName,
+        Response<BinaryData> res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, agentSessionId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
         return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+            getValues(res.getValue(), "entries"), null, null);
     }
 
     /**
-     * List agent versions
+     * List session files
      * 
-     * Returns a paged collection of versions for the specified agent.
+     * Returns files and directories at the specified path in the session sandbox.
+     * The response includes only the immediate children of the target directory and defaults to the session home
+     * directory when no path is supplied.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
+     * directory. Defaults to the home directory if not provided.</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -2942,51 +5552,118 @@ private PagedResponse<BinaryData> listAgentVersionsSinglePage(String agentName,
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
      *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
+     *     size: long (Required)
+     *     is_directory: boolean (Required)
+     *     modified_time: long (Required)
      * }
      * }
      * </pre>
      * 
-     * @param agentName The name of the agent to retrieve versions for.
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     * @return the paginated response with {@link PagedIterable}.
      */
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listAgentVersions(String agentName, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listAgentVersionsSinglePage(agentName, requestOptions));
+    public PagedIterable<BinaryData> listSessionFiles(String agentName, String agentSessionId,
+        RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, agentSessionId, requestOptions));
+    }
+
+    /**
+     * Delete a session file
+     * 
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteSessionFileWithResponseAsync(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteSessionFile(this.client.getEndpoint(), agentName,
+            agentSessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a session file
+     * 
+     * Deletes the specified file or directory from the session sandbox.
+     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
+     * service defaults to `false` if a value is not specified by the caller.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
+     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * 
+     * @param agentName The name of the agent.
+     * @param agentSessionId The session ID.
+     * @param path The file or directory path to delete, relative to the session home directory.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
+        RequestOptions requestOptions) {
+        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
index 306cbda709e0..4a9bb81cd701 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaAgentsImpl.java
@@ -12,10 +12,8 @@
 import com.azure.core.annotation.HeaderParam;
 import com.azure.core.annotation.Host;
 import com.azure.core.annotation.HostParam;
-import com.azure.core.annotation.Patch;
 import com.azure.core.annotation.PathParam;
 import com.azure.core.annotation.Post;
-import com.azure.core.annotation.Put;
 import com.azure.core.annotation.QueryParam;
 import com.azure.core.annotation.ReturnType;
 import com.azure.core.annotation.ServiceInterface;
@@ -81,346 +79,6 @@ public AgentsServiceVersion getServiceVersion() {
     @Host("{endpoint}")
     @ServiceInterface(name = "AgentsClientBetaAgents")
     public interface BetaAgentsService {
-        // @Multipart not supported by RestProxy
-        @Post("/agents")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> createAgentFromCode(@HostParam("endpoint") String endpoint,
-            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> createAgentFromCodeSync(@HostParam("endpoint") String endpoint,
-            @HeaderParam("content-type") String contentType, @HeaderParam("x-ms-agent-name") String agentName,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> updateAgentFromCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> updateAgentFromCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        @Patch("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> updateAgentDetails(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
-            RequestOptions requestOptions, Context context);
-
-        @Patch("/agents/{agent_name}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> updateAgentDetailsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/merge-patch+json") BinaryData patchAgentObjectRequest,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}/versions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> createAgentVersionFromCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        // @Multipart not supported by RestProxy
-        @Post("/agents/{agent_name}/versions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> createAgentVersionFromCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @HeaderParam("content-type") String contentType,
-            @HeaderParam("x-ms-code-zip-sha256") String codeZipSha256, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, @BodyParam("multipart/form-data") BinaryData content,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/code:download")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> downloadAgentCode(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/code:download")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> downloadAgentCodeSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> createSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
-            Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> createSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData createSessionRequest, RequestOptions requestOptions,
-            Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<Void>> deleteSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{session_id}")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<Void> deleteSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<Void>> stopSession(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Post("/agents/{agent_name}/endpoint/sessions/{session_id}:stop")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<Void> stopSessionSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("session_id") String sessionId,
-            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> listSessions(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> listSessionsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getSessionLogStream(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
-            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/versions/{agent_version}/sessions/{session_id}:logstream")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getSessionLogStreamSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_version") String agentVersion,
-            @PathParam("session_id") String sessionId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> uploadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
-
-        @Put("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 201 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> uploadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @HeaderParam("Content-Type") String contentType,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            @BodyParam("application/octet-stream") BinaryData content, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> downloadSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files/content")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> downloadSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> listSessionFiles(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> listSessionFilesSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<Void>> deleteSessionFile(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            RequestOptions requestOptions, Context context);
-
-        @Delete("/agents/{agent_name}/endpoint/sessions/{agent_session_id}/files")
-        @ExpectedResponses({ 204 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<Void> deleteSessionFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("agent_name") String agentName, @PathParam("agent_session_id") String agentSessionId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            RequestOptions requestOptions, Context context);
-
         @Post("/agent_optimization_jobs")
         @ExpectedResponses({ 201 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -429,7 +87,7 @@ Response<Void> deleteSessionFileSync(@HostParam("endpoint") String endpoint,
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Mono<Response<BinaryData>> createOptimizationJob(@HostParam("endpoint") String endpoint,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData inputs,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
         @Post("/agent_optimization_jobs")
@@ -440,11 +98,11 @@ Mono<Response<BinaryData>> createOptimizationJob(@HostParam("endpoint") String e
         @UnexpectedResponseExceptionType(HttpResponseException.class)
         Response<BinaryData> createOptimizationJobSync(@HostParam("endpoint") String endpoint,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData inputs,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
         @Get("/agent_optimization_jobs/{jobId}")
-        @ExpectedResponses({ 200, 202 })
+        @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
@@ -454,7 +112,7 @@ Mono<Response<BinaryData>> getOptimizationJob(@HostParam("endpoint") String endp
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
         @Get("/agent_optimization_jobs/{jobId}")
-        @ExpectedResponses({ 200, 202 })
+        @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
         @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
@@ -522,3284 +180,43 @@ Mono<Response<Void>> deleteOptimizationJob(@HostParam("endpoint") String endpoin
         Response<Void> deleteOptimizationJobSync(@HostParam("endpoint") String endpoint,
             @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
             RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> listOptimizationCandidates(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> listOptimizationCandidatesSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getOptimizationCandidate(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getOptimizationCandidateSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/config")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getOptimizationCandidateConfig(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/config")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getOptimizationCandidateConfigSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/results")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getOptimizationCandidateResults(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/results")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getOptimizationCandidateResultsSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
-            RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> getOptimizationCandidateFile(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Get("/agent_optimization_jobs/{jobId}/candidates/{candidateId}/files")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> getOptimizationCandidateFileSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("path") String path, @QueryParam("api-version") String apiVersion,
-            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
-
-        @Post("/agent_optimization_jobs/{jobId}/candidates/{candidateId}:promote")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Mono<Response<BinaryData>> promoteOptimizationCandidate(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData candidateRequest,
-            RequestOptions requestOptions, Context context);
-
-        @Post("/agent_optimization_jobs/{jobId}/candidates/{candidateId}:promote")
-        @ExpectedResponses({ 200 })
-        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
-        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
-        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
-        @UnexpectedResponseExceptionType(HttpResponseException.class)
-        Response<BinaryData> promoteOptimizationCandidateSync(@HostParam("endpoint") String endpoint,
-            @PathParam("jobId") String jobId, @PathParam("candidateId") String candidateId,
-            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData candidateRequest,
-            RequestOptions requestOptions, Context context);
-    }
-
-    /**
-     * Create a new code-based agent
-     * 
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.createAgentFromCode(this.client.getEndpoint(), contentType, agentName,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Create a new code-based agent
-     * 
-     * Creates a new code-based agent. Uploads the code zip and creates the agent in a single call.
-     * The agent name is provided in the `x-ms-agent-name` header since POST /agents has no name in the URL path.
-     * The SHA-256 hex digest of the zip is provided in the `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Max 63 chars, must start and end with alphanumeric,
-     * hyphens allowed in the middle.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.createAgentFromCodeSync(this.client.getEndpoint(), contentType, agentName, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Update a code-based agent
-     * 
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> updateAgentFromCodeWithResponseAsync(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.updateAgentFromCode(this.client.getEndpoint(), agentName, contentType,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Update a code-based agent
-     * 
-     * Updates a code-based agent by uploading new code and creating a new version.
-     * If the code and definition are unchanged (matched by x-ms-code-zip-sha256 header), returns the existing version.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> updateAgentFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.updateAgentFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Update an agent endpoint
-     * 
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent to retrieve
-     * 
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> updateAgentDetailsWithResponseAsync(String agentName,
-        BinaryData patchAgentObjectRequest, RequestOptions requestOptions) {
-        final String contentType = "application/merge-patch+json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.updateAgentDetails(this.client.getEndpoint(), agentName,
-            contentType, this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
-            context));
-    }
-
-    /**
-     * Update an agent endpoint
-     * 
-     * Applies a merge-patch update to the specified agent endpoint configuration.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     versions (Required): {
-     *         latest (Required): {
-     *             metadata (Required): {
-     *                 String: String (Required)
-     *             }
-     *             object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *             id: String (Required)
-     *             name: String (Required)
-     *             version: String (Required)
-     *             description: String (Optional)
-     *             created_at: long (Required)
-     *             definition (Required): {
-     *                 kind: String(prompt/hosted/workflow/external) (Required)
-     *                 rai_config (Optional): {
-     *                     rai_policy_name: String (Required)
-     *                 }
-     *             }
-     *             status: String(creating/active/failed/deleting/deleted) (Optional)
-     *             instance_identity (Optional): {
-     *                 principal_id: String (Required)
-     *                 client_id: String (Required)
-     *             }
-     *             blueprint (Optional): (recursive schema, see blueprint above)
-     *             blueprint_reference (Optional): {
-     *                 type: String(ManagedAgentIdentityBlueprint) (Required)
-     *             }
-     *             agent_guid: String (Optional)
-     *         }
-     *     }
-     *     agent_endpoint (Optional): {
-     *         version_selector (Optional): {
-     *             version_selection_rules (Optional, Required on create): [
-     *                  (Optional, Required on create){
-     *                     type: String(FixedRatio) (Required)
-     *                     agent_version: String (Optional, Required on create)
-     *                 }
-     *             ]
-     *         }
-     *         protocols (Optional): [
-     *             String(activity/responses/a2a/mcp/invocations/invocations_ws) (Optional)
-     *         ]
-     *         authorization_schemes (Optional): [
-     *              (Optional){
-     *                 type: String(Entra/BotService/BotServiceRbac) (Required)
-     *             }
-     *         ]
-     *     }
-     *     instance_identity (Optional): (recursive schema, see instance_identity above)
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): (recursive schema, see blueprint_reference above)
-     *     agent_card (Optional): {
-     *         version: String (Optional, Required on create)
-     *         description: String (Optional)
-     *         skills (Optional, Required on create): [
-     *              (Optional, Required on create){
-     *                 id: String (Optional, Required on create)
-     *                 name: String (Optional, Required on create)
-     *                 description: String (Optional)
-     *                 tags (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *                 examples (Optional): [
-     *                     String (Optional)
-     *                 ]
-     *             }
-     *         ]
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent to retrieve
-     * 
-     * The name of the agent to retrieve.
-     * @param patchAgentObjectRequest The patchAgentObjectRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> updateAgentDetailsWithResponse(String agentName, BinaryData patchAgentObjectRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/merge-patch+json";
-        final String accept = "application/json";
-        return service.updateAgentDetailsSync(this.client.getEndpoint(), agentName, contentType,
-            this.client.getServiceVersion().getVersion(), accept, patchAgentObjectRequest, requestOptions,
-            Context.NONE);
-    }
-
-    /**
-     * Create an agent version from code
-     * 
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createAgentVersionFromCodeWithResponseAsync(String agentName,
-        String codeZipSha256, BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-            context -> service.createAgentVersionFromCode(this.client.getEndpoint(), agentName, contentType,
-                codeZipSha256, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Create an agent version from code
-     * 
-     * Creates a new agent version from code. Uploads the code zip and creates a new version
-     * for an existing agent. The SHA-256 hex digest of the zip is provided in the
-     * `x-ms-code-zip-sha256` header for integrity and dedup.
-     * The request body is multipart/form-data with a JSON metadata part and a binary code part (part order is
-     * irrelevant).
-     * Maximum upload size is 250 MB.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     metadata (Required): {
-     *         String: String (Required)
-     *     }
-     *     object: String(agent/agent.version/agent.deleted/agent.version.deleted/agent.container) (Required)
-     *     id: String (Required)
-     *     name: String (Required)
-     *     version: String (Required)
-     *     description: String (Optional)
-     *     created_at: long (Required)
-     *     definition (Required): {
-     *         kind: String(prompt/hosted/workflow/external) (Required)
-     *         rai_config (Optional): {
-     *             rai_policy_name: String (Required)
-     *         }
-     *     }
-     *     status: String(creating/active/failed/deleting/deleted) (Optional)
-     *     instance_identity (Optional): {
-     *         principal_id: String (Required)
-     *         client_id: String (Required)
-     *     }
-     *     blueprint (Optional): (recursive schema, see blueprint above)
-     *     blueprint_reference (Optional): {
-     *         type: String(ManagedAgentIdentityBlueprint) (Required)
-     *     }
-     *     agent_guid: String (Optional)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The unique name that identifies the agent. Name can be used to retrieve/update/delete the agent.
-     * - Must start and end with alphanumeric characters,
-     * - Can contain hyphens in the middle
-     * - Must not exceed 63 characters.
-     * @param codeZipSha256 SHA-256 hex digest of the uploaded code zip. Used for change detection (dedup) and integrity
-     * verification.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createAgentVersionFromCodeWithResponse(String agentName, String codeZipSha256,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "multipart/form-data";
-        final String accept = "application/json";
-        return service.createAgentVersionFromCodeSync(this.client.getEndpoint(), agentName, contentType, codeZipSha256,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Download agent code
-     * 
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     * 
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     * 
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> downloadAgentCodeWithResponseAsync(String agentName,
-        RequestOptions requestOptions) {
-        final String accept = "application/zip";
-        return FluxUtil.withContext(context -> service.downloadAgentCode(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Download agent code
-     * 
-     * Downloads the code zip for a code-based hosted agent.
-     * Returns the previously-uploaded zip (`application/zip`).
-     * 
-     * If `agent_version` is supplied, returns that version's code zip; otherwise
-     * returns the latest version's code zip.
-     * 
-     * The SHA-256 digest of the returned bytes matches the `content_hash` on the
-     * resolved version's `code_configuration`.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>agent_version</td><td>String</td><td>No</td><td>The version of the agent whose code zip should be
-     * downloaded.
-     * If omitted, the latest version's code zip is returned.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> downloadAgentCodeWithResponse(String agentName, RequestOptions requestOptions) {
-        final String accept = "application/zip";
-        return service.downloadAgentCodeSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Create a session
-     * 
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createSessionWithResponseAsync(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createSession(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
-            context));
-    }
-
-    /**
-     * Create a session
-     * 
-     * Creates a new session for an agent endpoint.
-     * The endpoint resolves the backing agent version from `version_indicator` and
-     * enforces session ownership using the provided isolation key for session-mutating operations.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Optional)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent to create a session for.
-     * @param createSessionRequest The createSessionRequest parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent session providing a long-lived compute sandbox for hosted agent invocations along with
-     * {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createSessionWithResponse(String agentName, BinaryData createSessionRequest,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createSessionSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, createSessionRequest, requestOptions,
-            Context.NONE);
-    }
-
-    /**
-     * Get a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}
-     * on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a session
-     * 
-     * Retrieves the details of a hosted agent session by agent name and session identifier along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getSessionWithResponse(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Delete a session
-     * 
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete a session
-     * 
-     * Deletes a session synchronously.
-     * Returns 204 No Content when the session is deleted or does not exist.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return service.deleteSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * Stop a session
-     * 
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> stopSessionWithResponseAsync(String agentName, String sessionId,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.stopSession(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Stop a session
-     * 
-     * Terminates the specified hosted agent session and returns 204 No Content when the request succeeds.
-     * 
-     * @param agentName The name of the agent.
-     * @param sessionId The session identifier.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> stopSessionWithResponse(String agentName, String sessionId, RequestOptions requestOptions) {
-        return service.stopSessionSync(this.client.getEndpoint(), agentName, sessionId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listSessionsSinglePageAsync(String agentName,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listSessions(this.client.getEndpoint(), agentName,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listSessionsAsync(String agentName, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listSessionsSinglePageAsync(agentName, requestOptions));
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listSessionsSinglePage(String agentName, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response<BinaryData> res = service.listSessionsSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
-    }
-
-    /**
-     * List sessions for an agent
-     * 
-     * Returns a paged collection of sessions associated with the specified agent endpoint.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_session_id: String (Required)
-     *     version_indicator (Required): {
-     *         type: String(version_ref) (Required)
-     *     }
-     *     status: String(creating/active/idle/updating/failed/deleting/deleted/expired) (Required)
-     *     created_at: long (Required)
-     *     last_accessed_at: long (Required)
-     *     expires_at: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listSessions(String agentName, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listSessionsSinglePage(agentName, requestOptions));
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     * 
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     * 
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     * 
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     * 
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     * 
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getSessionLogStreamWithResponseAsync(String agentName, String agentVersion,
-        String sessionId, RequestOptions requestOptions) {
-        final String accept = "text/event-stream";
-        return FluxUtil.withContext(context -> service.getSessionLogStream(this.client.getEndpoint(), agentName,
-            agentVersion, sessionId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Stream console logs for a hosted agent session
-     * 
-     * Streams console logs (stdout / stderr) for a specific hosted agent session
-     * as a Server-Sent Events (SSE) stream.
-     * 
-     * Each SSE frame contains:
-     * - `event`: always `"log"`
-     * - `data`: a plain-text log line (currently JSON-formatted, but the schema
-     * is not contractual and may include additional keys or change format
-     * over time — clients should treat it as an opaque string)
-     * 
-     * Example SSE frames:
-     * ```
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.121Z","stream":"stdout","message":"Starting FoundryCBAgent server on port
-     * 8088"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:33:17.130Z","stream":"stderr","message":"INFO: Application startup complete."}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:34:52.714Z","stream":"status","message":"Successfully connected to container"}
-     * 
-     * event: log
-     * data: {"timestamp":"2026-03-10T09:35:52.714Z","stream":"status","message":"No logs since last 60 seconds"}
-     * ```
-     * 
-     * The stream remains open until the client disconnects or the server
-     * terminates the connection. Clients should handle reconnection as needed.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     event: String(log) (Required)
-     *     data: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the hosted agent.
-     * @param agentVersion The version of the agent.
-     * @param sessionId The session ID (maps to an ADC sandbox).
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a single Server-Sent Event frame emitted by the hosted agent session log stream.
-     * 
-     * Each frame contains an `event` field identifying the event type and a `data`
-     * field carrying the payload as plain text along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getSessionLogStreamWithResponse(String agentName, String agentVersion, String sessionId,
-        RequestOptions requestOptions) {
-        final String accept = "text/event-stream";
-        return service.getSessionLogStreamSync(this.client.getEndpoint(), agentName, agentVersion, sessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Upload a session file
-     * 
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> uploadSessionFileWithResponseAsync(String agentName, String agentSessionId,
-        String path, BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "application/octet-stream";
-        final String accept = "application/json";
-        return FluxUtil.withContext(
-            context -> service.uploadSessionFile(this.client.getEndpoint(), agentName, agentSessionId, path,
-                contentType, this.client.getServiceVersion().getVersion(), accept, content, requestOptions, context));
-    }
-
-    /**
-     * Upload a session file
-     * 
-     * Uploads binary file content to the specified path in the session sandbox.
-     * The service stores the file relative to the session home directory and rejects payloads larger than 50 MB.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     path: String (Required)
-     *     bytes_written: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The destination file path within the sandbox, relative to the session home directory.
-     * @param content The content parameter.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response from uploading a file to a session sandbox along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> uploadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        BinaryData content, RequestOptions requestOptions) {
-        final String contentType = "application/octet-stream";
-        final String accept = "application/json";
-        return service.uploadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path, contentType,
-            this.client.getServiceVersion().getVersion(), accept, content, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Download a session file
-     * 
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> downloadSessionFileWithResponseAsync(String agentName, String agentSessionId,
-        String path, RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return FluxUtil.withContext(context -> service.downloadSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Download a session file
-     * 
-     * Downloads the file at the specified sandbox path as a binary stream.
-     * The path is resolved relative to the session home directory.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file path to download from the sandbox, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> downloadSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return service.downloadSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link PagedResponse} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listSessionFilesSinglePageAsync(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listSessionFiles(this.client.getEndpoint(), agentName, agentSessionId,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "entries"), null, null));
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listSessionFilesAsync(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listSessionFilesSinglePageAsync(agentName, agentSessionId, requestOptions));
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response body along with {@link PagedResponse}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listSessionFilesSinglePage(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response<BinaryData> res = service.listSessionFilesSync(this.client.getEndpoint(), agentName, agentSessionId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "entries"), null, null);
-    }
-
-    /**
-     * List session files
-     * 
-     * Returns files and directories at the specified path in the session sandbox.
-     * The response includes only the immediate children of the target directory and defaults to the session home
-     * directory when no path is supplied.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>path</td><td>String</td><td>No</td><td>The directory path to list, relative to the session home
-     * directory. Defaults to the home directory if not provided.</td></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     name: String (Required)
-     *     size: long (Required)
-     *     is_directory: boolean (Required)
-     *     modified_time: long (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listSessionFiles(String agentName, String agentSessionId,
-        RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listSessionFilesSinglePage(agentName, agentSessionId, requestOptions));
-    }
-
-    /**
-     * Delete a session file
-     * 
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteSessionFileWithResponseAsync(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteSessionFile(this.client.getEndpoint(), agentName,
-            agentSessionId, path, this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete a session file
-     * 
-     * Deletes the specified file or directory from the session sandbox.
-     * When `recursive` is false, deleting a non-empty directory returns 409 Conflict.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>recursive</td><td>Boolean</td><td>No</td><td>Whether to recursively delete directory contents. The
-     * service defaults to `false` if a value is not specified by the caller.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>x-ms-user-isolation-key</td><td>String</td><td>No</td><td>Opaque per-user isolation key used to scope
-     * endpoint-scoped data (responses, conversations, sessions) to a specific end user.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * 
-     * @param agentName The name of the agent.
-     * @param agentSessionId The session ID.
-     * @param path The file or directory path to delete, relative to the session home directory.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteSessionFileWithResponse(String agentName, String agentSessionId, String path,
-        RequestOptions requestOptions) {
-        return service.deleteSessionFileSync(this.client.getEndpoint(), agentName, agentSessionId, path,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
-    }
-
-    /**
-     * Create an agent optimization job
-     * 
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createOptimizationJobWithResponseAsync(BinaryData inputs,
-        RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.createOptimizationJob(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, inputs, requestOptions, context));
-    }
-
-    /**
-     * Create an agent optimization job
-     * 
-     * Creates an agent optimization job and returns the queued job.
-     * Honors `Operation-Id` for idempotent retry.
-     * <p><strong>Header Parameters</strong></p>
-     * <table border="1">
-     * <caption>Header Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
-     * absent, the server creates the job unconditionally.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addHeader}
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent (Required): {
-     *         agent_name: String (Required)
-     *         agent_version: String (Optional)
-     *     }
-     *     train_dataset_reference (Required): {
-     *         name: String (Required)
-     *         version: String (Optional)
-     *     }
-     *     validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *     evaluators (Optional): [
-     *         String (Optional)
-     *     ]
-     *     options (Optional): {
-     *         max_iterations: Integer (Optional)
-     *         optimization_config (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         eval_model: String (Optional)
-     *         optimization_model: String (Optional)
-     *         evaluation_level: String(turn/conversation) (Optional)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param inputs The optimization job inputs.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createOptimizationJobWithResponse(BinaryData inputs, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.createOptimizationJobSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), contentType, accept, inputs, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Get an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response} on
-     * successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The ID of the job.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an agent optimization job
-     * 
-     * Retrieves the specified agent optimization job.
-     * Returns 202 while the job is in progress and 200 after it reaches a terminal state along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * List agent optimization jobs
-     * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
-     *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         options (Optional): {
-     *             max_iterations: Integer (Optional)
-     *             optimization_config (Optional): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             eval_model: String (Optional)
-     *             optimization_model: String (Optional)
-     *             evaluation_level: String(turn/conversation) (Optional)
-     *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
-     *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listOptimizationJobsSinglePageAsync(RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listOptimizationJobs(this.client.getEndpoint(),
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
-    }
+    }
 
     /**
-     * List agent optimization jobs
+     * Creates an agent optimization job.
      * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * <p><strong>Header Parameters</strong></p>
      * <table border="1">
-     * <caption>Query Parameters</caption>
+     * <caption>Header Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.</td></tr>
      * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3807,164 +224,82 @@ private Mono<PagedResponse<BinaryData>> listOptimizationJobsSinglePageAsync(Requ
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listOptimizationJobsAsync(RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listOptimizationJobsSinglePageAsync(requestOptions));
-    }
-
-    /**
-     * List agent optimization jobs
-     * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -3972,168 +307,113 @@ public PagedFlux<BinaryData> listOptimizationJobsAsync(RequestOptions requestOpt
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      * 
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listOptimizationJobsSinglePage(RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> createOptimizationJobWithResponseAsync(BinaryData job,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        Response<BinaryData> res = service.listOptimizationJobsSync(this.client.getEndpoint(),
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+        return FluxUtil.withContext(context -> service.createOptimizationJob(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, context));
     }
 
     /**
-     * List agent optimization jobs
+     * Creates an agent optimization job.
      * 
-     * Returns agent optimization jobs with cursor pagination and optional lifecycle or agent filters.
-     * <p><strong>Query Parameters</strong></p>
+     * Create an optimization job. Returns 201 with the queued job. Honours `Operation-Id` for idempotent retry.
+     * <p><strong>Header Parameters</strong></p>
      * <table border="1">
-     * <caption>Query Parameters</caption>
+     * <caption>Header Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
-     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
-     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Client-generated unique ID for idempotent retries. When
+     * absent, the server creates the job unconditionally.</td></tr>
      * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * <p><strong>Response Body Schema</strong></p>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4141,66 +421,29 @@ private PagedResponse<BinaryData> listOptimizationJobsSinglePage(RequestOptions
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
-     *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
-     *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
-     *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
-     *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
-     *     }
-     *     created_at: long (Required)
-     *     updated_at: Long (Optional)
-     *     progress (Optional): {
-     *         current_iteration: int (Required)
-     *         best_score: double (Required)
-     *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listOptimizationJobsSinglePage(requestOptions));
-    }
-
-    /**
-     * Cancel an agent optimization job
-     * 
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     id: String (Required)
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
      *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
      *     error (Optional): {
      *         code: String (Required)
@@ -4217,66 +460,43 @@ public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOpti
      *             String: BinaryData (Required)
      *         }
      *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
-     *             }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4284,148 +504,103 @@ public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOpti
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      * 
-     * @param jobId The ID of the job to cancel.
+     * @param job The job to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
-     * completion of {@link Mono}.
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> cancelOptimizationJobWithResponseAsync(String jobId,
-        RequestOptions requestOptions) {
+    public Response<BinaryData> createOptimizationJobWithResponse(BinaryData job, RequestOptions requestOptions) {
+        final String contentType = "application/json";
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.cancelOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return service.createOptimizationJobSync(this.client.getEndpoint(),
+            this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, Context.NONE);
     }
 
     /**
-     * Cancel an agent optimization job
+     * Get info about an agent optimization job.
      * 
-     * Requests cancellation of the specified agent optimization job.
-     * The operation remains idempotent after the job reaches a terminal state.
+     * Get an optimization job by id.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
-     *     error (Optional): {
-     *         code: String (Required)
-     *         message: String (Required)
-     *         param: String (Optional)
-     *         type: String (Optional)
-     *         details (Optional): [
-     *             (recursive schema, see above)
-     *         ]
-     *         additionalInfo (Optional): {
-     *             String: BinaryData (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
      *         }
-     *         debugInfo (Optional): {
-     *             String: BinaryData (Required)
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
      *         }
-     *     }
-     *     result (Optional): {
-     *         baseline (Optional): {
-     *             candidate_id: String (Optional)
-     *             name: String (Required)
-     *             config (Required): {
-     *                 agent_name: String (Optional)
-     *                 agent_version: String (Optional)
-     *                 model: String (Optional)
-     *                 system_prompt: String (Optional)
-     *                 skills (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *                 tools (Optional): [
-     *                      (Optional){
-     *                         String: BinaryData (Required)
-     *                     }
-     *                 ]
-     *             }
-     *             mutations (Required): {
-     *                 String: BinaryData (Required)
-     *             }
-     *             avg_score: double (Required)
-     *             avg_tokens: double (Required)
-     *             pass_rate: double (Required)
-     *             task_scores (Required): [
-     *                  (Required){
-     *                     task_name: String (Required)
-     *                     query: String (Optional)
-     *                     scores (Required): {
-     *                         String: double (Required)
-     *                     }
-     *                     composite_score: double (Required)
-     *                     tokens: long (Required)
-     *                     duration_seconds: double (Required)
-     *                     passed: boolean (Required)
-     *                     error_message: String (Optional)
-     *                     rationales (Optional): {
-     *                         String: String (Required)
-     *                     }
-     *                     response: String (Optional)
-     *                     run_id: String (Optional)
-     *                 }
-     *             ]
-     *             is_pareto_optimal: boolean (Required)
-     *             eval_id: String (Optional)
-     *             eval_run_id: String (Optional)
-     *             promotion (Optional): {
-     *                 promoted_at: long (Required)
-     *                 agent_name: String (Required)
-     *                 agent_version: String (Required)
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
-     *         }
-     *         best (Optional): (recursive schema, see best above)
-     *         candidates (Optional): [
-     *             (recursive schema, see above)
      *         ]
      *         options (Optional): {
-     *             max_iterations: Integer (Optional)
+     *             max_candidates: Integer (Optional)
      *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
@@ -4433,223 +608,184 @@ public Mono<Response<BinaryData>> cancelOptimizationJobWithResponseAsync(String
      *             optimization_model: String (Optional)
      *             evaluation_level: String(turn/conversation) (Optional)
      *         }
-     *         warnings (Optional): [
-     *             String (Optional)
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
      *         ]
-     *         all_target_attributes_failed: Boolean (Optional)
      *     }
-     *     inputs (Optional): {
-     *         agent (Required): {
-     *             agent_name: String (Required)
-     *             agent_version: String (Optional)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         train_dataset_reference (Required): {
-     *             name: String (Required)
-     *             version: String (Optional)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *         validation_dataset_reference (Optional): (recursive schema, see validation_dataset_reference above)
-     *         evaluators (Optional): [
-     *             String (Optional)
-     *         ]
-     *         options (Optional): (recursive schema, see options above)
      *     }
      *     created_at: long (Required)
-     *     updated_at: Long (Optional)
+     *     updated_at: long (Required)
      *     progress (Optional): {
-     *         current_iteration: int (Required)
+     *         candidates_completed: int (Required)
      *         best_score: double (Required)
      *         elapsed_seconds: double (Required)
      *     }
-     *     dataset (Optional): {
-     *         name: String (Optional)
-     *         version: String (Optional)
-     *         task_count: int (Required)
-     *         is_inline: boolean (Required)
-     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      * 
-     * @param jobId The ID of the job to cancel.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
-     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.cancelOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Delete an agent optimization job
-     * 
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>When true, force-delete even if the job is in a non-terminal
-     * state.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
-     * 
-     * @param jobId The ID of the job to delete.
+     * @param jobId The ID of the job.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<Void>> deleteOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
-        return FluxUtil.withContext(context -> service.deleteOptimizationJob(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), requestOptions, context));
-    }
-
-    /**
-     * Delete an agent optimization job
-     * 
-     * Deletes the specified agent optimization job and its candidate artifacts.
-     * Cancels the job first when it is still in a non-terminal state.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>force</td><td>Boolean</td><td>No</td><td>When true, force-delete even if the job is in a non-terminal
-     * state.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * @return info about an agent optimization job.
      * 
-     * @param jobId The ID of the job to delete.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the {@link Response}.
+     * Get an optimization job by id along with {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<Void> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
-        return service.deleteOptimizationJobSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    public Mono<Response<BinaryData>> getOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * List optimization job candidates
+     * Get info about an agent optimization job.
      * 
-     * Returns the candidates produced by the specified optimization job.
-     * <p><strong>Query Parameters</strong></p>
-     * <table border="1">
-     * <caption>Query Parameters</caption>
-     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
-     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
-     * between 1 and 100, and the
-     * default is 20.</td></tr>
-     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
-     * for ascending order and`desc`
-     * for descending order. Allowed values: "asc", "desc".</td></tr>
-     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
-     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
-     * defines your place in the list.
-     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
-     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
-     * </table>
-     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * Get an optimization job by id.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
      *             }
      *         ]
-     *         tools (Optional): [
-     *              (Optional){
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
      *                 String: BinaryData (Required)
      *             }
-     *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
+     * @param jobId The ID of the job.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
-     * of {@link Mono}.
+     * @return info about an agent optimization job.
+     * 
+     * Get an optimization job by id along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    private Mono<PagedResponse<BinaryData>> listOptimizationCandidatesSinglePageAsync(String jobId,
-        RequestOptions requestOptions) {
+    public Response<BinaryData> getOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil
-            .withContext(context -> service.listOptimizationCandidates(this.client.getEndpoint(), jobId,
-                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
-            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-                getValues(res.getValue(), "data"), null, null));
+        return service.getOptimizationJobSync(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
@@ -4668,6 +804,9 @@ private Mono<PagedResponse<BinaryData>> listOptimizationCandidatesSinglePageAsyn
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
@@ -4675,78 +814,60 @@ private Mono<PagedResponse<BinaryData>> listOptimizationCandidatesSinglePageAsyn
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
+     *     agent (Optional): {
      *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         agent_version: String (Optional)
      *     }
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
      */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<BinaryData> listOptimizationCandidatesAsync(String jobId, RequestOptions requestOptions) {
-        return new PagedFlux<>(() -> listOptimizationCandidatesSinglePageAsync(jobId, requestOptions));
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listOptimizationJobsSinglePageAsync(RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listOptimizationJobs(this.client.getEndpoint(),
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), null, null));
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
@@ -4765,6 +886,9 @@ public PagedFlux<BinaryData> listOptimizationCandidatesAsync(String jobId, Reque
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
@@ -4772,83 +896,54 @@ public PagedFlux<BinaryData> listOptimizationCandidatesAsync(String jobId, Reque
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
      *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
      *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
+     *     agent (Optional): {
      *         agent_name: String (Required)
-     *         agent_version: String (Required)
+     *         agent_version: String (Optional)
      *     }
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    private PagedResponse<BinaryData> listOptimizationCandidatesSinglePage(String jobId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        Response<BinaryData> res = service.listOptimizationCandidatesSync(this.client.getEndpoint(), jobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
-            getValues(res.getValue(), "data"), null, null);
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listOptimizationJobsAsync(RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> listOptimizationJobsSinglePageAsync(requestOptions));
     }
 
     /**
-     * List optimization job candidates
+     * Returns a list of agent optimization jobs.
      * 
-     * Returns the candidates produced by the specified optimization job.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
      * <p><strong>Query Parameters</strong></p>
      * <table border="1">
      * <caption>Query Parameters</caption>
@@ -4867,6 +962,9 @@ private PagedResponse<BinaryData> listOptimizationCandidatesSinglePage(String jo
      * defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
@@ -4874,542 +972,374 @@ private PagedResponse<BinaryData> listOptimizationCandidatesSinglePage(String jo
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Optional)
-     *     name: String (Required)
-     *     config (Required): {
-     *         agent_name: String (Optional)
-     *         agent_version: String (Optional)
-     *         model: String (Optional)
-     *         system_prompt: String (Optional)
-     *         skills (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
-     *         ]
-     *         tools (Optional): [
-     *              (Optional){
-     *                 String: BinaryData (Required)
-     *             }
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
      *         ]
-     *     }
-     *     mutations (Required): {
-     *         String: BinaryData (Required)
-     *     }
-     *     avg_score: double (Required)
-     *     avg_tokens: double (Required)
-     *     pass_rate: double (Required)
-     *     task_scores (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
-     *         }
-     *     ]
-     *     is_pareto_optimal: boolean (Required)
-     *     eval_id: String (Optional)
-     *     eval_run_id: String (Optional)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The optimization job id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
-     */
-    @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<BinaryData> listOptimizationCandidates(String jobId, RequestOptions requestOptions) {
-        return new PagedIterable<>(() -> listOptimizationCandidatesSinglePage(jobId, requestOptions));
-    }
-
-    /**
-     * Get an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response} on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidate(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     job_id: String (Required)
-     *     candidate_name: String (Required)
-     *     status: String (Required)
-     *     score: Double (Optional)
-     *     has_results: boolean (Required)
-     *     created_at: long (Required)
-     *     updated_at: long (Required)
-     *     promotion (Optional): {
-     *         promoted_at: long (Required)
-     *         agent_name: String (Required)
-     *         agent_version: String (Required)
-     *     }
-     *     files (Required): [
-     *          (Required){
-     *             path: String (Required)
-     *             type: String (Required)
-     *             size_bytes: long (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate
-     * 
-     * Retrieves metadata, manifest information, and promotion details for the specified candidate along with
-     * {@link Response}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getOptimizationCandidateSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
-    }
-
-    /**
-     * Get an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
-     *             String: BinaryData (Required)
-     *         }
-     *     ]
-     * }
-     * }
-     * </pre>
-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateConfigWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateConfig(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     instructions: String (Optional)
-     *     model: String (Optional)
-     *     temperature: Double (Optional)
-     *     skills (Optional): [
-     *          (Optional){
+     *         additionalInfo (Optional): {
      *             String: BinaryData (Required)
      *         }
-     *     ]
-     *     tools (Optional): [
-     *          (Optional){
+     *         debugInfo (Optional): {
      *             String: BinaryData (Required)
      *         }
-     *     ]
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate config
-     * 
-     * Retrieves the deploy configuration JSON for the specified candidate.
-     * Clients can use it to compose `agents.create_version(...)` requests along with {@link Response}.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateConfigWithResponse(String jobId, String candidateId,
-        RequestOptions requestOptions) {
+    private PagedResponse<BinaryData> listOptimizationJobsSinglePage(RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getOptimizationCandidateConfigSync(this.client.getEndpoint(), jobId, candidateId,
+        Response<BinaryData> res = service.listOptimizationJobsSync(this.client.getEndpoint(),
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), null, null);
     }
 
     /**
-     * Get optimization candidate results
+     * Returns a list of agent optimization jobs.
      * 
-     * Retrieves full per-task evaluation results for the specified candidate.
+     * List optimization jobs. Supports cursor pagination and optional status / agent_name filters.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter to jobs in this lifecycle state. Allowed values:
+     * "queued", "in_progress", "succeeded", "failed", "cancelled".</td></tr>
+     * <tr><td>agent_name</td><td>String</td><td>No</td><td>Filter to jobs targeting this agent name.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
-     *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
-     *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
-     *     ]
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     agent (Optional): {
+     *         agent_name: String (Required)
+     *         agent_version: String (Optional)
+     *     }
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     * 
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response} on successful
-     * completion of {@link Mono}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateResultsWithResponseAsync(String jobId, String candidateId,
-        RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateResults(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listOptimizationJobs(RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> listOptimizationJobsSinglePage(requestOptions));
     }
 
     /**
-     * Get optimization candidate results
+     * Cancels an agent optimization job.
      * 
-     * Retrieves full per-task evaluation results for the specified candidate.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
-     *     candidate_id: String (Required)
-     *     results (Required): [
-     *          (Required){
-     *             task_name: String (Required)
-     *             query: String (Optional)
-     *             scores (Required): {
-     *                 String: double (Required)
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
      *             }
-     *             composite_score: double (Required)
-     *             tokens: long (Required)
-     *             duration_seconds: double (Required)
-     *             passed: boolean (Required)
-     *             error_message: String (Optional)
-     *             rationales (Optional): {
-     *                 String: String (Required)
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
      *             }
-     *             response: String (Optional)
-     *             run_id: String (Optional)
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
      *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
      *     ]
      * }
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
+     * @param jobId The ID of the job to cancel.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return optimization candidate results
-     * 
-     * Retrieves full per-task evaluation results for the specified candidate along with {@link Response}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response} on successful
+     * completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateResultsWithResponse(String jobId, String candidateId,
+    public Mono<Response<BinaryData>> cancelOptimizationJobWithResponseAsync(String jobId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.getOptimizationCandidateResultsSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return FluxUtil.withContext(context -> service.cancelOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Get an optimization candidate file
+     * Cancels an agent optimization job.
      * 
-     * Streams the specified file from the candidate's blob directory.
+     * Request cancellation of a running or queued job. Returns an error if the job is already in a terminal state.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
-     * BinaryData
+     * {
+     *     id: String (Required)
+     *     inputs (Optional): {
+     *         agent (Required): {
+     *             agent_name: String (Required)
+     *             agent_version: String (Optional)
+     *         }
+     *         train_dataset (Required): {
+     *             type: String(inline/reference) (Required)
+     *         }
+     *         validation_dataset (Optional): (recursive schema, see validation_dataset above)
+     *         evaluators (Required): [
+     *              (Required){
+     *                 name: String (Required)
+     *                 version: String (Optional)
+     *             }
+     *         ]
+     *         options (Optional): {
+     *             max_candidates: Integer (Optional)
+     *             optimization_config (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             eval_model: String (Optional)
+     *             optimization_model: String (Optional)
+     *             evaluation_level: String(turn/conversation) (Optional)
+     *         }
+     *     }
+     *     result (Optional): {
+     *         baseline: String (Optional)
+     *         best: String (Optional)
+     *         candidates (Optional): [
+     *              (Optional){
+     *                 candidate_id: String (Optional)
+     *                 name: String (Required)
+     *                 mutations (Optional): {
+     *                     String: BinaryData (Required)
+     *                 }
+     *                 avg_score: double (Required)
+     *                 avg_tokens: double (Required)
+     *                 eval_id: String (Optional)
+     *                 eval_run_id: String (Optional)
+     *                 promotion (Optional): {
+     *                     promoted_at: long (Required)
+     *                     agent_name: String (Required)
+     *                     agent_version: String (Required)
+     *                 }
+     *             }
+     *         ]
+     *     }
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     progress (Optional): {
+     *         candidates_completed: int (Required)
+     *         best_score: double (Required)
+     *         elapsed_seconds: double (Required)
+     *     }
+     *     warnings (Optional): [
+     *         String (Optional)
+     *     ]
      * }
-     * </pre>
-     * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
-     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory along with {@link Response} on successful
-     * completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getOptimizationCandidateFileWithResponseAsync(String jobId, String candidateId,
-        String path, RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return FluxUtil.withContext(context -> service.getOptimizationCandidateFile(this.client.getEndpoint(), jobId,
-            candidateId, path, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
-    }
-
-    /**
-     * Get an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * BinaryData
      * }
      * </pre>
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id.
-     * @param path Relative path of the file to download (e.g. 'files/examples.jsonl').
+     * @param jobId The ID of the job to cancel.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an optimization candidate file
-     * 
-     * Streams the specified file from the candidate's blob directory along with {@link Response}.
+     * @return agent optimization job resource — a long-running job that optimizes an agent's configuration
+     * (instructions, model, skills, tools) to maximize evaluation scores along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getOptimizationCandidateFileWithResponse(String jobId, String candidateId, String path,
-        RequestOptions requestOptions) {
-        final String accept = "application/octet-stream";
-        return service.getOptimizationCandidateFileSync(this.client.getEndpoint(), jobId, candidateId, path,
+    public Response<BinaryData> cancelOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.cancelOptimizationJobSync(this.client.getEndpoint(), jobId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
     /**
-     * Promote an optimization candidate
+     * Deletes an agent optimization job.
      * 
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param jobId The ID of the job to delete.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response} on successful completion of
-     * {@link Mono}.
+     * @return the {@link Response} on successful completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> promoteOptimizationCandidateWithResponseAsync(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.promoteOptimizationCandidate(this.client.getEndpoint(), jobId,
-            candidateId, this.client.getServiceVersion().getVersion(), contentType, accept, candidateRequest,
-            requestOptions, context));
+    public Mono<Response<Void>> deleteOptimizationJobWithResponseAsync(String jobId, RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteOptimizationJob(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), requestOptions, context));
     }
 
     /**
-     * Promote an optimization candidate
-     * 
-     * Promotes the specified candidate and records the deployment timestamp and target agent version.
-     * <p><strong>Request Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
-     * 
-     * <p><strong>Response Body Schema</strong></p>
+     * Deletes an agent optimization job.
      * 
-     * <pre>
-     * {@code
-     * {
-     *     candidate_id: String (Required)
-     *     status: String (Required)
-     *     promoted_at: long (Required)
-     *     agent_name: String (Required)
-     *     agent_version: String (Required)
-     * }
-     * }
-     * </pre>
+     * Delete the job and its candidate artifacts. Cancels first if non-terminal.
      * 
-     * @param jobId The optimization job id.
-     * @param candidateId The candidate id to promote.
-     * @param candidateRequest Promotion details.
+     * @param jobId The ID of the job to delete.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return response after successfully promoting a candidate along with {@link Response}.
+     * @return the {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> promoteOptimizationCandidateWithResponse(String jobId, String candidateId,
-        BinaryData candidateRequest, RequestOptions requestOptions) {
-        final String contentType = "application/json";
-        final String accept = "application/json";
-        return service.promoteOptimizationCandidateSync(this.client.getEndpoint(), jobId, candidateId,
-            this.client.getServiceVersion().getVersion(), contentType, accept, candidateRequest, requestOptions,
-            Context.NONE);
+    public Response<Void> deleteOptimizationJobWithResponse(String jobId, RequestOptions requestOptions) {
+        return service.deleteOptimizationJobSync(this.client.getEndpoint(), jobId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
     }
 
     private List<BinaryData> getValues(BinaryData binaryData, String path) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
similarity index 97%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
index 5cdab3fcbcb9..3964f407cb59 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaToolboxesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/ToolboxesImpl.java
@@ -40,13 +40,13 @@
 import reactor.core.publisher.Mono;
 
 /**
- * An instance of this class provides access to all the operations defined in BetaToolboxes.
+ * An instance of this class provides access to all the operations defined in Toolboxes.
  */
-public final class BetaToolboxesImpl {
+public final class ToolboxesImpl {
     /**
      * The proxy service used to perform REST calls.
      */
-    private final BetaToolboxesService service;
+    private final ToolboxesService service;
 
     /**
      * The service client containing this operation class.
@@ -54,13 +54,13 @@ public final class BetaToolboxesImpl {
     private final AgentsClientImpl client;
 
     /**
-     * Initializes an instance of BetaToolboxesImpl.
+     * Initializes an instance of ToolboxesImpl.
      * 
      * @param client the instance of the service client containing this operation class.
      */
-    BetaToolboxesImpl(AgentsClientImpl client) {
+    ToolboxesImpl(AgentsClientImpl client) {
         this.service
-            = RestProxy.create(BetaToolboxesService.class, client.getHttpPipeline(), client.getSerializerAdapter());
+            = RestProxy.create(ToolboxesService.class, client.getHttpPipeline(), client.getSerializerAdapter());
         this.client = client;
     }
 
@@ -74,12 +74,12 @@ public AgentsServiceVersion getServiceVersion() {
     }
 
     /**
-     * The interface defining all the services for AgentsClientBetaToolboxes to be used by the proxy service to perform
-     * REST calls.
+     * The interface defining all the services for AgentsClientToolboxes to be used by the proxy service to perform REST
+     * calls.
      */
     @Host("{endpoint}")
-    @ServiceInterface(name = "AgentsClientBetaToolboxes")
-    public interface BetaToolboxesService {
+    @ServiceInterface(name = "AgentsClientToolboxes")
+    public interface ToolboxesService {
         @Post("/toolboxes/{name}/versions")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
@@ -262,7 +262,7 @@ Response<Void> deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -294,7 +294,7 @@ Response<Void> deleteToolboxVersionSync(@HostParam("endpoint") String endpoint,
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -345,7 +345,7 @@ public Mono<Response<BinaryData>> createToolboxVersionWithResponseAsync(String n
      *     }
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -377,7 +377,7 @@ public Mono<Response<BinaryData>> createToolboxVersionWithResponseAsync(String n
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -717,7 +717,7 @@ public PagedIterable<BinaryData> listToolboxes(RequestOptions requestOptions) {
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -793,7 +793,7 @@ private Mono<PagedResponse<BinaryData>> listToolboxVersionsSinglePageAsync(Strin
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -862,7 +862,7 @@ public PagedFlux<BinaryData> listToolboxVersionsAsync(String name, RequestOption
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -935,7 +935,7 @@ private PagedResponse<BinaryData> listToolboxVersionsSinglePage(String name, Req
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -984,7 +984,7 @@ public PagedIterable<BinaryData> listToolboxVersions(String name, RequestOptions
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
@@ -1037,7 +1037,7 @@ public Mono<Response<BinaryData>> getToolboxVersionWithResponseAsync(String name
      *     created_at: long (Required)
      *     tools (Required): [
      *          (Required){
-     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
+     *             type: String(function/file_search/computer/computer_use_preview/web_search/mcp/code_interpreter/image_generation/local_shell/shell/custom/namespace/tool_search/web_search_preview/apply_patch/a2a_preview/bing_custom_search_preview/browser_automation_preview/fabric_dataagent_preview/sharepoint_grounding_preview/memory_search_preview/work_iq_preview/fabric_iq_preview/toolbox_search_preview/reminder_preview/azure_ai_search/azure_function/bing_grounding/capture_structured_outputs/openapi) (Required)
      *         }
      *     ]
      *     skills (Optional): [
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
index 93c228fc17f9..239a82612de7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
@@ -8,26 +8,11 @@
  * Feature opt-in keys for agent definition operations supporting hosted or workflow agents.
  */
 public enum AgentDefinitionOptInKeys {
-    /**
-     * Enum value HostedAgents=V1Preview.
-     */
-    HOSTED_AGENTS_V1_PREVIEW("HostedAgents=V1Preview"),
-
     /**
      * Enum value WorkflowAgents=V1Preview.
      */
     WORKFLOW_AGENTS_V1_PREVIEW("WorkflowAgents=V1Preview"),
 
-    /**
-     * Enum value AgentEndpoints=V1Preview.
-     */
-    AGENT_ENDPOINT_V1_PREVIEW("AgentEndpoints=V1Preview"),
-
-    /**
-     * Enum value CodeAgents=V1Preview.
-     */
-    CODE_AGENTS_V1_PREVIEW("CodeAgents=V1Preview"),
-
     /**
      * Enum value ExternalAgents=V1Preview.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
index 85636d2e5ae5..15a9e5a1f8f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentFromCodeContent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.implementation.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.CreateAgentVersionFromCodeMetadata;
 import com.azure.core.annotation.Generated;
@@ -14,7 +13,6 @@
  * CreateAgentVersionFromCodeContent for future extensibility.
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentFromCodeContent {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
index 5fc49de055af..72acf980f033 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentOptions.java
@@ -7,6 +7,7 @@
 import com.azure.ai.agents.models.AgentCard;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentEndpointConfig;
+import com.azure.ai.agents.models.AgentState;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import java.util.Map;
@@ -225,4 +226,32 @@ public CreateAgentOptions setAgentEndpoint(AgentEndpointConfig agentEndpoint) {
         this.agentEndpoint = agentEndpoint;
         return this;
     }
+
+    /*
+     * The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
+
+    /**
+     * Set the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @param state the state value to set.
+     * @return the CreateAgentOptions object itself.
+     */
+    @Generated
+    public CreateAgentOptions setState(AgentState state) {
+        this.state = state;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
index d7389f2b4adc..ba2e40c5be69 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/CreateAgentRequest.java
@@ -7,6 +7,7 @@
 import com.azure.ai.agents.models.AgentCard;
 import com.azure.ai.agents.models.AgentDefinition;
 import com.azure.ai.agents.models.AgentEndpointConfig;
+import com.azure.ai.agents.models.AgentState;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -154,6 +155,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.agentName);
         jsonWriter.writeJsonField("definition", this.definition);
+        jsonWriter.writeStringField("state", this.state == null ? null : this.state.toString());
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeStringField("description", this.description);
         jsonWriter.writeJsonField("blueprint_reference", this.blueprintReference);
@@ -176,6 +178,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
         return jsonReader.readObject(reader -> {
             String agentName = null;
             AgentDefinition definition = null;
+            AgentState state = null;
             Map<String, String> metadata = null;
             String description = null;
             AgentBlueprintReference blueprintReference = null;
@@ -188,6 +191,8 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
                     agentName = reader.getString();
                 } else if ("definition".equals(fieldName)) {
                     definition = AgentDefinition.fromJson(reader);
+                } else if ("state".equals(fieldName)) {
+                    state = AgentState.fromString(reader.getString());
                 } else if ("metadata".equals(fieldName)) {
                     metadata = reader.readMap(reader1 -> reader1.getString());
                 } else if ("description".equals(fieldName)) {
@@ -203,6 +208,7 @@ public static CreateAgentRequest fromJson(JsonReader jsonReader) throws IOExcept
                 }
             }
             CreateAgentRequest deserializedCreateAgentRequest = new CreateAgentRequest(agentName, definition);
+            deserializedCreateAgentRequest.state = state;
             deserializedCreateAgentRequest.metadata = metadata;
             deserializedCreateAgentRequest.description = description;
             deserializedCreateAgentRequest.blueprintReference = blueprintReference;
@@ -297,4 +303,32 @@ public CreateAgentRequest setAgentEndpoint(AgentEndpointConfig agentEndpoint) {
         this.agentEndpoint = agentEndpoint;
         return this;
     }
+
+    /*
+     * The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
+
+    /**
+     * Set the state property: The initial operational state of the agent. Defaults to 'enabled' if not specified.
+     *
+     * @param state the state value to set.
+     * @return the CreateAgentRequest object itself.
+     */
+    @Generated
+    public CreateAgentRequest setState(AgentState state) {
+        this.state = state;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
index b0f972932391..a885b0c74bd1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
@@ -38,11 +38,6 @@ public enum FoundryFeaturesOptInKeys {
      */
     ROUTINES_V1_PREVIEW("Routines=V1Preview"),
 
-    /**
-     * Enum value Toolboxes=V1Preview.
-     */
-    TOOLBOXES_V1_PREVIEW("Toolboxes=V1Preview"),
-
     /**
      * Enum value Skills=V1Preview.
      */
@@ -59,9 +54,9 @@ public enum FoundryFeaturesOptInKeys {
     MODELS_V1_PREVIEW("Models=V1Preview"),
 
     /**
-     * Enum value AgentsOptimization=V1Preview.
+     * Enum value AgentsOptimization=V2Preview.
      */
-    AGENTS_OPTIMIZATION_V1_PREVIEW("AgentsOptimization=V1Preview");
+    AGENTS_OPTIMIZATION_V2_PREVIEW("AgentsOptimization=V2Preview");
 
     /**
      * The actual serialized value for a FoundryFeaturesOptInKeys instance.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
index 4d9e91eddc22..6d085bda7104 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReference.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * The AgentBlueprintReference model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class AgentBlueprintReference implements JsonSerializable<AgentBlueprintReference> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
index 38ab77b1128d..f26ec0ed2c80 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentBlueprintReferenceType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for AgentBlueprintReferenceType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentBlueprintReferenceType extends ExpandableStringEnum<AgentBlueprintReferenceType> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
index dc8895e1ffb8..b695280b49e5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCard.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentCard model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentCard implements JsonSerializable<AgentCard> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
index 0930a4fc6045..e2c74dc51e04 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentCardSkill.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentCardSkill model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentCardSkill implements JsonSerializable<AgentCardSkill> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
index d4f6025aeea9..ec87c8492024 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
@@ -16,8 +16,7 @@
  * The AgentDefinition model.
  */
 @Fluent
-@Beta(
-    warningText = "Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public class AgentDefinition implements JsonSerializable<AgentDefinition> {
 
     /*
@@ -109,14 +108,14 @@ public static AgentDefinition fromJson(JsonReader jsonReader) throws IOException
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("prompt".equals(discriminatorValue)) {
+                if ("hosted".equals(discriminatorValue)) {
+                    return HostedAgentDefinition.fromJson(readerToUse.reset());
+                } else if ("prompt".equals(discriminatorValue)) {
                     return PromptAgentDefinition.fromJson(readerToUse.reset());
                 } else if ("workflow".equals(discriminatorValue)) {
                     return WorkflowAgentDefinition.fromJson(readerToUse.reset());
                 } else if ("external".equals(discriminatorValue)) {
                     return ExternalAgentDefinition.fromJson(readerToUse.reset());
-                } else if ("hosted".equals(discriminatorValue)) {
-                    return HostedAgentDefinition.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
index c54a8fe19c3c..7a7cb13f2efb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDetails.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -96,6 +95,7 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
             String name = null;
+            AgentState state = null;
             AgentDetailsVersions versions = null;
             AgentEndpointConfig agentEndpoint = null;
             AgentIdentity instanceIdentity = null;
@@ -109,6 +109,8 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
                     id = reader.getString();
                 } else if ("name".equals(fieldName)) {
                     name = reader.getString();
+                } else if ("state".equals(fieldName)) {
+                    state = AgentState.fromString(reader.getString());
                 } else if ("versions".equals(fieldName)) {
                     versions = AgentDetailsVersions.fromJson(reader);
                 } else if ("agent_endpoint".equals(fieldName)) {
@@ -126,6 +128,7 @@ public static AgentDetails fromJson(JsonReader jsonReader) throws IOException {
                 }
             }
             AgentDetails deserializedAgentDetails = new AgentDetails(id, name, versions);
+            deserializedAgentDetails.state = state;
             deserializedAgentDetails.agentEndpoint = agentEndpoint;
             deserializedAgentDetails.instanceIdentity = instanceIdentity;
             deserializedAgentDetails.blueprintIdentity = blueprintIdentity;
@@ -169,28 +172,24 @@ public AgentObjectType getObjectType() {
      * The endpoint configuration for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentEndpointConfig agentEndpoint;
 
     /*
      * The instance identity of the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity instanceIdentity;
 
     /*
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentBlueprintReference blueprintReference;
 
     /*
      * The agent_card property.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentCard agentCard;
 
     /**
@@ -199,7 +198,6 @@ public AgentObjectType getObjectType() {
      * @return the agentEndpoint value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentEndpointConfig getAgentEndpoint() {
         return this.agentEndpoint;
     }
@@ -210,7 +208,6 @@ public AgentEndpointConfig getAgentEndpoint() {
      * @return the instanceIdentity value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getInstanceIdentity() {
         return this.instanceIdentity;
     }
@@ -221,7 +218,6 @@ public AgentIdentity getInstanceIdentity() {
      * @return the blueprintReference value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentBlueprintReference getBlueprintReference() {
         return this.blueprintReference;
     }
@@ -232,7 +228,6 @@ public AgentBlueprintReference getBlueprintReference() {
      * @return the agentCard value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentCard getAgentCard() {
         return this.agentCard;
     }
@@ -241,7 +236,6 @@ public AgentCard getAgentCard() {
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity blueprintIdentity;
 
     /**
@@ -250,8 +244,24 @@ public AgentCard getAgentCard() {
      * @return the blueprintIdentity value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getBlueprintIdentity() {
         return this.blueprintIdentity;
     }
+
+    /*
+     * The operational state of the agent. Controls whether the agent endpoint accepts or rejects requests.
+     */
+    @Generated
+    private AgentState state;
+
+    /**
+     * Get the state property: The operational state of the agent. Controls whether the agent endpoint accepts or
+     * rejects requests.
+     *
+     * @return the state value.
+     */
+    @Generated
+    public AgentState getState() {
+        return this.state;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
index e86b254a9b17..296bf41be467 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The AgentEndpointAuthorizationScheme model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class AgentEndpointAuthorizationScheme implements JsonSerializable<AgentEndpointAuthorizationScheme> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
index e62adaf0ddcd..4d5545a07858 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for AgentEndpointAuthorizationSchemeType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentEndpointAuthorizationSchemeType
     extends ExpandableStringEnum<AgentEndpointAuthorizationSchemeType> {
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
index e310447fb854..e7e1c06e2947 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The AgentEndpointConfig model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentEndpointConfig implements JsonSerializable<AgentEndpointConfig> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
index eb3841af688d..a07fe8a68e3c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentity.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * The AgentIdentity model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentIdentity implements JsonSerializable<AgentIdentity> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
deleted file mode 100644
index 69f4dbe23519..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentProtocol.java
+++ /dev/null
@@ -1,75 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for AgentProtocol.
- */
-public final class AgentProtocol extends ExpandableStringEnum<AgentProtocol> {
-
-    /**
-     * Static value activity_protocol for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol ACTIVITY_PROTOCOL = fromString("activity_protocol");
-
-    /**
-     * Static value responses for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol RESPONSES = fromString("responses");
-
-    /**
-     * Creates a new instance of AgentProtocol value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public AgentProtocol() {
-    }
-
-    /**
-     * Creates or finds a AgentProtocol from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding AgentProtocol.
-     */
-    @Generated
-    public static AgentProtocol fromString(String name) {
-        return fromString(name, AgentProtocol.class);
-    }
-
-    /**
-     * Gets known AgentProtocol values.
-     *
-     * @return known AgentProtocol values.
-     */
-    @Generated
-    public static Collection<AgentProtocol> values() {
-        return values(AgentProtocol.class);
-    }
-
-    /**
-     * Static value invocations for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol INVOCATIONS = fromString("invocations");
-
-    /**
-     * Static value mcp for AgentProtocol.
-     */
-    @Generated
-    public static final AgentProtocol MCP = fromString("mcp");
-
-    /**
-     * WebSocket-based protocol for hosted voice and real-time streaming agents.
-     */
-    @Generated
-    public static final AgentProtocol INVOCATIONS_WS = fromString("invocations_ws");
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
index f97ff635b982..66fcc5f82c5a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionResource.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * An agent session providing a long-lived compute sandbox for hosted agent invocations.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentSessionResource implements JsonSerializable<AgentSessionResource> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
index 7b504a859f1d..8ed919459b6b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentSessionStatus.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The status of an agent session.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class AgentSessionStatus extends ExpandableStringEnum<AgentSessionStatus> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
new file mode 100644
index 000000000000..b19f3497b173
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentState.java
@@ -0,0 +1,57 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The operational state of an agent.
+ */
+public final class AgentState extends ExpandableStringEnum<AgentState> {
+
+    /**
+     * Agent endpoint accepts requests. This is the default state on creation.
+     */
+    @Generated
+    public static final AgentState ENABLED = fromString("enabled");
+
+    /**
+     * Agent endpoint rejects all requests.
+     */
+    @Generated
+    public static final AgentState DISABLED = fromString("disabled");
+
+    /**
+     * Creates a new instance of AgentState value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public AgentState() {
+    }
+
+    /**
+     * Creates or finds a AgentState from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding AgentState.
+     */
+    @Generated
+    public static AgentState fromString(String name) {
+        return fromString(name, AgentState.class);
+    }
+
+    /**
+     * Gets known AgentState values.
+     *
+     * @return known AgentState values.
+     */
+    @Generated
+    public static Collection<AgentState> values() {
+        return values(AgentState.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
index 63488e954b42..ae18f6f2872f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentVersionDetails.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -277,28 +276,24 @@ public AgentObjectType getObjectType() {
      * The instance identity of the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity instanceIdentity;
 
     /*
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentIdentity blueprint;
 
     /*
      * The blueprint for the agent
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private AgentBlueprintReference blueprintReference;
 
     /*
      * The unique GUID identifier of the agent.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     private String agentGuid;
 
     /**
@@ -307,7 +302,6 @@ public AgentObjectType getObjectType() {
      * @return the instanceIdentity value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getInstanceIdentity() {
         return this.instanceIdentity;
     }
@@ -318,7 +312,6 @@ public AgentIdentity getInstanceIdentity() {
      * @return the blueprint value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentIdentity getBlueprint() {
         return this.blueprint;
     }
@@ -329,7 +322,6 @@ public AgentIdentity getBlueprint() {
      * @return the blueprintReference value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public AgentBlueprintReference getBlueprintReference() {
         return this.blueprintReference;
     }
@@ -340,7 +332,6 @@ public AgentBlueprintReference getBlueprintReference() {
      * @return the agentGuid value.
      */
     @Generated
-    @Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
     public String getAgentGuid() {
         return this.agentGuid;
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceAuthorizationScheme.java
index 4538a6b60b2d..8acb122bdf96 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The BotServiceAuthorizationScheme model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class BotServiceAuthorizationScheme extends AgentEndpointAuthorizationScheme {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceRbacAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceRbacAuthorizationScheme.java
index 4b3fae68a596..92051eaf4a02 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceRbacAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BotServiceRbacAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The BotServiceRbacAuthorizationScheme model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class BotServiceRbacAuthorizationScheme extends AgentEndpointAuthorizationScheme {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java
deleted file mode 100644
index 93ca889365e2..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateDeployConfig.java
+++ /dev/null
@@ -1,178 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Deploy-config blob for a candidate. Suitable for setting OPTIMIZATION_CONFIG on a hosted-agent version.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class CandidateDeployConfig implements JsonSerializable<CandidateDeployConfig> {
-
-    /*
-     * System prompt / instructions.
-     */
-    @Generated
-    private String instructions;
-
-    /*
-     * Foundry deployment name.
-     */
-    @Generated
-    private String model;
-
-    /*
-     * Optional sampling temperature.
-     */
-    @Generated
-    private Double temperature;
-
-    /*
-     * Optional skill overrides.
-     */
-    @Generated
-    private List<Map<String, BinaryData>> skills;
-
-    /**
-     * Creates an instance of CandidateDeployConfig class.
-     */
-    @Generated
-    private CandidateDeployConfig() {
-    }
-
-    /**
-     * Get the instructions property: System prompt / instructions.
-     *
-     * @return the instructions value.
-     */
-    @Generated
-    public String getInstructions() {
-        return this.instructions;
-    }
-
-    /**
-     * Get the model property: Foundry deployment name.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public String getModel() {
-        return this.model;
-    }
-
-    /**
-     * Get the temperature property: Optional sampling temperature.
-     *
-     * @return the temperature value.
-     */
-    @Generated
-    public Double getTemperature() {
-        return this.temperature;
-    }
-
-    /**
-     * Get the skills property: Optional skill overrides.
-     *
-     * @return the skills value.
-     */
-    @Generated
-    public List<Map<String, BinaryData>> getSkills() {
-        return this.skills;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("instructions", this.instructions);
-        jsonWriter.writeStringField("model", this.model);
-        jsonWriter.writeNumberField("temperature", this.temperature);
-        jsonWriter.writeArrayField("skills", this.skills,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        jsonWriter.writeArrayField("tools", this.tools,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateDeployConfig from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateDeployConfig if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the CandidateDeployConfig.
-     */
-    @Generated
-    public static CandidateDeployConfig fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            CandidateDeployConfig deserializedCandidateDeployConfig = new CandidateDeployConfig();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("instructions".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.instructions = reader.getString();
-                } else if ("model".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.model = reader.getString();
-                } else if ("temperature".equals(fieldName)) {
-                    deserializedCandidateDeployConfig.temperature = reader.getNullable(JsonReader::getDouble);
-                } else if ("skills".equals(fieldName)) {
-                    List<Map<String, BinaryData>> skills
-                        = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                            .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedCandidateDeployConfig.skills = skills;
-                } else if ("tools".equals(fieldName)) {
-                    List<Map<String, BinaryData>> tools = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedCandidateDeployConfig.tools = tools;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedCandidateDeployConfig;
-        });
-    }
-
-    /*
-     * Optional tool overrides.
-     */
-    @Generated
-    private List<Map<String, BinaryData>> tools;
-
-    /**
-     * Get the tools property: Optional tool overrides.
-     *
-     * @return the tools value.
-     */
-    @Generated
-    public List<Map<String, BinaryData>> getTools() {
-        return this.tools;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java
deleted file mode 100644
index 9ba26c349642..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateFileInfo.java
+++ /dev/null
@@ -1,128 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * File entry in a candidate's blob directory.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class CandidateFileInfo implements JsonSerializable<CandidateFileInfo> {
-
-    /*
-     * Relative path of the file.
-     */
-    @Generated
-    private final String path;
-
-    /*
-     * File type category (e.g. 'config', 'results').
-     */
-    @Generated
-    private final String type;
-
-    /*
-     * File size in bytes.
-     */
-    @Generated
-    private final long sizeBytes;
-
-    /**
-     * Creates an instance of CandidateFileInfo class.
-     *
-     * @param path the path value to set.
-     * @param type the type value to set.
-     * @param sizeBytes the sizeBytes value to set.
-     */
-    @Generated
-    private CandidateFileInfo(String path, String type, long sizeBytes) {
-        this.path = path;
-        this.type = type;
-        this.sizeBytes = sizeBytes;
-    }
-
-    /**
-     * Get the path property: Relative path of the file.
-     *
-     * @return the path value.
-     */
-    @Generated
-    public String getPath() {
-        return this.path;
-    }
-
-    /**
-     * Get the type property: File type category (e.g. 'config', 'results').
-     *
-     * @return the type value.
-     */
-    @Generated
-    public String getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the sizeBytes property: File size in bytes.
-     *
-     * @return the sizeBytes value.
-     */
-    @Generated
-    public long getSizeBytes() {
-        return this.sizeBytes;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("path", this.path);
-        jsonWriter.writeStringField("type", this.type);
-        jsonWriter.writeLongField("size_bytes", this.sizeBytes);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateFileInfo from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateFileInfo if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateFileInfo.
-     */
-    @Generated
-    public static CandidateFileInfo fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String path = null;
-            String type = null;
-            long sizeBytes = 0L;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("path".equals(fieldName)) {
-                    path = reader.getString();
-                } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
-                } else if ("size_bytes".equals(fieldName)) {
-                    sizeBytes = reader.getLong();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new CandidateFileInfo(path, type, sizeBytes);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java
deleted file mode 100644
index aa45261236d5..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateMetadata.java
+++ /dev/null
@@ -1,295 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-import java.util.List;
-
-/**
- * Candidate metadata returned by GET /candidates/{id}.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class CandidateMetadata implements JsonSerializable<CandidateMetadata> {
-
-    /*
-     * Server-assigned candidate identifier.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Owning optimization job id.
-     */
-    @Generated
-    private final String jobId;
-
-    /*
-     * Display name of the candidate.
-     */
-    @Generated
-    private final String candidateName;
-
-    /*
-     * Candidate lifecycle status.
-     */
-    @Generated
-    private final String status;
-
-    /*
-     * Candidate's aggregate score.
-     */
-    @Generated
-    private Double score;
-
-    /*
-     * Whether detailed results are available for this candidate.
-     */
-    @Generated
-    private final boolean hasResults;
-
-    /*
-     * Timestamp when the candidate was created, represented in Unix time.
-     */
-    @Generated
-    private final long createdAt;
-
-    /*
-     * Timestamp when the candidate was last updated, represented in Unix time.
-     */
-    @Generated
-    private final long updatedAt;
-
-    /*
-     * Promotion metadata. Null if not promoted.
-     */
-    @Generated
-    private PromotionInfo promotion;
-
-    /*
-     * Files in the candidate's blob directory.
-     */
-    @Generated
-    private final List<CandidateFileInfo> files;
-
-    /**
-     * Creates an instance of CandidateMetadata class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param jobId the jobId value to set.
-     * @param candidateName the candidateName value to set.
-     * @param status the status value to set.
-     * @param hasResults the hasResults value to set.
-     * @param createdAt the createdAt value to set.
-     * @param updatedAt the updatedAt value to set.
-     * @param files the files value to set.
-     */
-    @Generated
-    private CandidateMetadata(String candidateId, String jobId, String candidateName, String status, boolean hasResults,
-        OffsetDateTime createdAt, OffsetDateTime updatedAt, List<CandidateFileInfo> files) {
-        this.candidateId = candidateId;
-        this.jobId = jobId;
-        this.candidateName = candidateName;
-        this.status = status;
-        this.hasResults = hasResults;
-        if (createdAt == null) {
-            this.createdAt = 0L;
-        } else {
-            this.createdAt = createdAt.toEpochSecond();
-        }
-        if (updatedAt == null) {
-            this.updatedAt = 0L;
-        } else {
-            this.updatedAt = updatedAt.toEpochSecond();
-        }
-        this.files = files;
-    }
-
-    /**
-     * Get the candidateId property: Server-assigned candidate identifier.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the jobId property: Owning optimization job id.
-     *
-     * @return the jobId value.
-     */
-    @Generated
-    public String getJobId() {
-        return this.jobId;
-    }
-
-    /**
-     * Get the candidateName property: Display name of the candidate.
-     *
-     * @return the candidateName value.
-     */
-    @Generated
-    public String getCandidateName() {
-        return this.candidateName;
-    }
-
-    /**
-     * Get the status property: Candidate lifecycle status.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public String getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the score property: Candidate's aggregate score.
-     *
-     * @return the score value.
-     */
-    @Generated
-    public Double getScore() {
-        return this.score;
-    }
-
-    /**
-     * Get the hasResults property: Whether detailed results are available for this candidate.
-     *
-     * @return the hasResults value.
-     */
-    @Generated
-    public boolean isHasResults() {
-        return this.hasResults;
-    }
-
-    /**
-     * Get the createdAt property: Timestamp when the candidate was created, represented in Unix time.
-     *
-     * @return the createdAt value.
-     */
-    @Generated
-    public OffsetDateTime getCreatedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the updatedAt property: Timestamp when the candidate was last updated, represented in Unix time.
-     *
-     * @return the updatedAt value.
-     */
-    @Generated
-    public OffsetDateTime getUpdatedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the promotion property: Promotion metadata. Null if not promoted.
-     *
-     * @return the promotion value.
-     */
-    @Generated
-    public PromotionInfo getPromotion() {
-        return this.promotion;
-    }
-
-    /**
-     * Get the files property: Files in the candidate's blob directory.
-     *
-     * @return the files value.
-     */
-    @Generated
-    public List<CandidateFileInfo> getFiles() {
-        return this.files;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeStringField("job_id", this.jobId);
-        jsonWriter.writeStringField("candidate_name", this.candidateName);
-        jsonWriter.writeStringField("status", this.status);
-        jsonWriter.writeBooleanField("has_results", this.hasResults);
-        jsonWriter.writeLongField("created_at", this.createdAt);
-        jsonWriter.writeLongField("updated_at", this.updatedAt);
-        jsonWriter.writeArrayField("files", this.files, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeNumberField("score", this.score);
-        jsonWriter.writeJsonField("promotion", this.promotion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateMetadata from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateMetadata if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateMetadata.
-     */
-    @Generated
-    public static CandidateMetadata fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            String jobId = null;
-            String candidateName = null;
-            String status = null;
-            boolean hasResults = false;
-            OffsetDateTime createdAt = null;
-            OffsetDateTime updatedAt = null;
-            List<CandidateFileInfo> files = null;
-            Double score = null;
-            PromotionInfo promotion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("job_id".equals(fieldName)) {
-                    jobId = reader.getString();
-                } else if ("candidate_name".equals(fieldName)) {
-                    candidateName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = reader.getString();
-                } else if ("has_results".equals(fieldName)) {
-                    hasResults = reader.getBoolean();
-                } else if ("created_at".equals(fieldName)) {
-                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("updated_at".equals(fieldName)) {
-                    updatedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("files".equals(fieldName)) {
-                    files = reader.readArray(reader1 -> CandidateFileInfo.fromJson(reader1));
-                } else if ("score".equals(fieldName)) {
-                    score = reader.getNullable(JsonReader::getDouble);
-                } else if ("promotion".equals(fieldName)) {
-                    promotion = PromotionInfo.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CandidateMetadata deserializedCandidateMetadata = new CandidateMetadata(candidateId, jobId, candidateName,
-                status, hasResults, createdAt, updatedAt, files);
-            deserializedCandidateMetadata.score = score;
-            deserializedCandidateMetadata.promotion = promotion;
-            return deserializedCandidateMetadata;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java
deleted file mode 100644
index f15545de42f7..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CandidateResults.java
+++ /dev/null
@@ -1,107 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * Full per-task evaluation results for a candidate, returned by GET /candidates/{id}/results.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class CandidateResults implements JsonSerializable<CandidateResults> {
-
-    /*
-     * Owning candidate id.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Per-task evaluation rows.
-     */
-    @Generated
-    private final List<OptimizationTaskResult> results;
-
-    /**
-     * Creates an instance of CandidateResults class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param results the results value to set.
-     */
-    @Generated
-    private CandidateResults(String candidateId, List<OptimizationTaskResult> results) {
-        this.candidateId = candidateId;
-        this.results = results;
-    }
-
-    /**
-     * Get the candidateId property: Owning candidate id.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the results property: Per-task evaluation rows.
-     *
-     * @return the results value.
-     */
-    @Generated
-    public List<OptimizationTaskResult> getResults() {
-        return this.results;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeArrayField("results", this.results, (writer, element) -> writer.writeJson(element));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CandidateResults from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CandidateResults if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CandidateResults.
-     */
-    @Generated
-    public static CandidateResults fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            List<OptimizationTaskResult> results = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("results".equals(fieldName)) {
-                    results = reader.readArray(reader1 -> OptimizationTaskResult.fromJson(reader1));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new CandidateResults(candidateId, results);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeConfiguration.java
index 175188edd172..80e762577ae6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CodeConfiguration.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * Code-based deployment configuration for a hosted agent.
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CodeConfiguration implements JsonSerializable<CodeConfiguration> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
index 94812d19369c..75a82064ed74 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Container-based deployment configuration for a hosted agent.
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class ContainerConfiguration implements JsonSerializable<ContainerConfiguration> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
index 246889d4524d..ac62bf498f57 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 
@@ -12,7 +11,6 @@
  * /agents/{name}/versions).
  */
 @Immutable
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentVersionFromCodeContent {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
index 0390f65de6c6..087443b76b8c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The content hash (SHA-256 of the zip) is carried in the `x-ms-code-zip-sha256` header.
  */
 @Fluent
-@Beta(warningText = "Preview API. CodeAgents=V1Preview")
 public final class CreateAgentVersionFromCodeMetadata implements JsonSerializable<CreateAgentVersionFromCodeMetadata> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
index 9d5951d9cb8a..6e5a1755b78e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
@@ -17,8 +17,7 @@
  * The CreateAgentVersionInput model.
  */
 @Fluent
-@Beta(
-    warningText = "Preview API. CodeAgents=V1Preview, ExternalAgents=V1Preview, HostedAgents=V1Preview, WorkflowAgents=V1Preview")
+@Beta(warningText = "Preview API. ExternalAgents=V1Preview, WorkflowAgents=V1Preview")
 public final class CreateAgentVersionInput implements JsonSerializable<CreateAgentVersionInput> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java
deleted file mode 100644
index 6a308966106b..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetInfo.java
+++ /dev/null
@@ -1,149 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Metadata about the dataset used for optimization, surfaced in the response.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class DatasetInfo implements JsonSerializable<DatasetInfo> {
-
-    /*
-     * Dataset name when using a registered dataset reference. Null for inline datasets.
-     */
-    @Generated
-    private String name;
-
-    /*
-     * Dataset version when using a registered dataset reference. Null for inline datasets.
-     */
-    @Generated
-    private String version;
-
-    /*
-     * Number of tasks/rows in the dataset.
-     */
-    @Generated
-    private final int taskCount;
-
-    /*
-     * True when the dataset was provided inline in the request body.
-     */
-    @Generated
-    private final boolean isInline;
-
-    /**
-     * Creates an instance of DatasetInfo class.
-     *
-     * @param taskCount the taskCount value to set.
-     * @param isInline the isInline value to set.
-     */
-    @Generated
-    private DatasetInfo(int taskCount, boolean isInline) {
-        this.taskCount = taskCount;
-        this.isInline = isInline;
-    }
-
-    /**
-     * Get the name property: Dataset name when using a registered dataset reference. Null for inline datasets.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Get the version property: Dataset version when using a registered dataset reference. Null for inline datasets.
-     *
-     * @return the version value.
-     */
-    @Generated
-    public String getVersion() {
-        return this.version;
-    }
-
-    /**
-     * Get the taskCount property: Number of tasks/rows in the dataset.
-     *
-     * @return the taskCount value.
-     */
-    @Generated
-    public int getTaskCount() {
-        return this.taskCount;
-    }
-
-    /**
-     * Get the isInline property: True when the dataset was provided inline in the request body.
-     *
-     * @return the isInline value.
-     */
-    @Generated
-    public boolean isInline() {
-        return this.isInline;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeIntField("task_count", this.taskCount);
-        jsonWriter.writeBooleanField("is_inline", this.isInline);
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("version", this.version);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of DatasetInfo from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of DatasetInfo if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the DatasetInfo.
-     */
-    @Generated
-    public static DatasetInfo fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            int taskCount = 0;
-            boolean isInline = false;
-            String name = null;
-            String version = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("task_count".equals(fieldName)) {
-                    taskCount = reader.getInt();
-                } else if ("is_inline".equals(fieldName)) {
-                    isInline = reader.getBoolean();
-                } else if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("version".equals(fieldName)) {
-                    version = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            DatasetInfo deserializedDatasetInfo = new DatasetInfo(taskCount, isInline);
-            deserializedDatasetInfo.name = name;
-            deserializedDatasetInfo.version = version;
-            return deserializedDatasetInfo;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
index f2eda8b4c1a3..8f34e5615547 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The EntraAuthorizationScheme model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class EntraAuthorizationScheme extends AgentEndpointAuthorizationScheme {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
index 2d54561eb9ad..b9a58d6487b4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The EntraIsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class EntraIsolationKeySource extends IsolationKeySource {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
index 7c018a501483..80ebec2ec6e0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The FixedRatioVersionSelectionRule model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class FixedRatioVersionSelectionRule extends VersionSelectionRule {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
index 48b497a60922..71ad0305bce6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -18,7 +17,6 @@
  * The HeaderIsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class HeaderIsolationKeySource extends IsolationKeySource {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
index cea2b3314af9..a54e42eb985e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * Header-based secret authentication for a telemetry endpoint. The resolved secret value is injected as an HTTP header.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class HeaderTelemetryEndpointAuth extends TelemetryEndpointAuth {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index e6a20e978229..d8b9c81a5fc1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * The hosted agent definition.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class HostedAgentDefinition extends AgentDefinition {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
index 1edb78bba43f..ee7f3feb0f5b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySource.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The IsolationKeySource model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class IsolationKeySource implements JsonSerializable<IsolationKeySource> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
index 61fa7f787856..7e7af6f9ae6d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for IsolationKeySourceKind.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class IsolationKeySourceKind extends ExpandableStringEnum<IsolationKeySourceKind> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
index d9fd79c6f87f..e1a141e031a8 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * The ManagedAgentIdentityBlueprintReference model.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class ManagedAgentIdentityBlueprintReference extends AgentBlueprintReference {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java
deleted file mode 100644
index efc739f03484..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentDefinition.java
+++ /dev/null
@@ -1,197 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Agent definition returned in response payloads (includes resolved config).
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class OptimizationAgentDefinition implements JsonSerializable<OptimizationAgentDefinition> {
-
-    /*
-     * Agent name.
-     */
-    @Generated
-    private String agentName;
-
-    /*
-     * Agent version.
-     */
-    @Generated
-    private String agentVersion;
-
-    /*
-     * Model deployment name.
-     */
-    @Generated
-    private String model;
-
-    /*
-     * System prompt / instructions.
-     */
-    @Generated
-    private String systemPrompt;
-
-    /*
-     * Agent skills.
-     */
-    @Generated
-    private List<Map<String, BinaryData>> skills;
-
-    /**
-     * Get the agentName property: Agent name.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Agent version.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * Get the model property: Model deployment name.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public String getModel() {
-        return this.model;
-    }
-
-    /**
-     * Get the systemPrompt property: System prompt / instructions.
-     *
-     * @return the systemPrompt value.
-     */
-    @Generated
-    public String getSystemPrompt() {
-        return this.systemPrompt;
-    }
-
-    /**
-     * Get the skills property: Agent skills.
-     *
-     * @return the skills value.
-     */
-    @Generated
-    public List<Map<String, BinaryData>> getSkills() {
-        return this.skills;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        jsonWriter.writeStringField("model", this.model);
-        jsonWriter.writeStringField("system_prompt", this.systemPrompt);
-        jsonWriter.writeArrayField("skills", this.skills,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        jsonWriter.writeArrayField("tools", this.tools,
-            (writer, element) -> writer.writeMap(element, (writer1, element1) -> {
-                if (element1 == null) {
-                    writer1.writeNull();
-                } else {
-                    element1.writeTo(writer1);
-                }
-            }));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of OptimizationAgentDefinition from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of OptimizationAgentDefinition if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the OptimizationAgentDefinition.
-     */
-    @Generated
-    public static OptimizationAgentDefinition fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            OptimizationAgentDefinition deserializedOptimizationAgentDefinition = new OptimizationAgentDefinition();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("agent_name".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.agentVersion = reader.getString();
-                } else if ("model".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.model = reader.getString();
-                } else if ("system_prompt".equals(fieldName)) {
-                    deserializedOptimizationAgentDefinition.systemPrompt = reader.getString();
-                } else if ("skills".equals(fieldName)) {
-                    List<Map<String, BinaryData>> skills
-                        = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                            .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedOptimizationAgentDefinition.skills = skills;
-                } else if ("tools".equals(fieldName)) {
-                    List<Map<String, BinaryData>> tools = reader.readArray(reader1 -> reader1.readMap(reader2 -> reader2
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()))));
-                    deserializedOptimizationAgentDefinition.tools = tools;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedOptimizationAgentDefinition;
-        });
-    }
-
-    /*
-     * Agent tools.
-     */
-    @Generated
-    private List<Map<String, BinaryData>> tools;
-
-    /**
-     * Creates an instance of OptimizationAgentDefinition class.
-     */
-    @Generated
-    private OptimizationAgentDefinition() {
-    }
-
-    /**
-     * Get the tools property: Agent tools.
-     *
-     * @return the tools value.
-     */
-    @Generated
-    public List<Map<String, BinaryData>> getTools() {
-        return this.tools;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
similarity index 73%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
index b9ea66c0045e..19607d33d2d5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentIdentifier.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java
@@ -17,8 +17,8 @@
  * options.optimization_config.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class AgentIdentifier implements JsonSerializable<AgentIdentifier> {
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationAgentIdentifier implements JsonSerializable<OptimizationAgentIdentifier> {
 
     /*
      * Registered Foundry agent name (required).
@@ -33,12 +33,12 @@ public final class AgentIdentifier implements JsonSerializable<AgentIdentifier>
     private String agentVersion;
 
     /**
-     * Creates an instance of AgentIdentifier class.
+     * Creates an instance of OptimizationAgentIdentifier class.
      *
      * @param agentName the agentName value to set.
      */
     @Generated
-    public AgentIdentifier(String agentName) {
+    public OptimizationAgentIdentifier(String agentName) {
         this.agentName = agentName;
     }
 
@@ -66,10 +66,10 @@ public String getAgentVersion() {
      * Set the agentVersion property: Pinned agent version. Defaults to latest if omitted.
      *
      * @param agentVersion the agentVersion value to set.
-     * @return the AgentIdentifier object itself.
+     * @return the OptimizationAgentIdentifier object itself.
      */
     @Generated
-    public AgentIdentifier setAgentVersion(String agentVersion) {
+    public OptimizationAgentIdentifier setAgentVersion(String agentVersion) {
         this.agentVersion = agentVersion;
         return this;
     }
@@ -87,16 +87,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of AgentIdentifier from the JsonReader.
+     * Reads an instance of OptimizationAgentIdentifier from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of AgentIdentifier if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
+     * @return An instance of OptimizationAgentIdentifier if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the AgentIdentifier.
+     * @throws IOException If an error occurs while reading the OptimizationAgentIdentifier.
      */
     @Generated
-    public static AgentIdentifier fromJson(JsonReader jsonReader) throws IOException {
+    public static OptimizationAgentIdentifier fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String agentName = null;
             String agentVersion = null;
@@ -111,9 +111,10 @@ public static AgentIdentifier fromJson(JsonReader jsonReader) throws IOException
                     reader.skipChildren();
                 }
             }
-            AgentIdentifier deserializedAgentIdentifier = new AgentIdentifier(agentName);
-            deserializedAgentIdentifier.agentVersion = agentVersion;
-            return deserializedAgentIdentifier;
+            OptimizationAgentIdentifier deserializedOptimizationAgentIdentifier
+                = new OptimizationAgentIdentifier(agentName);
+            deserializedOptimizationAgentIdentifier.agentVersion = agentVersion;
+            return deserializedOptimizationAgentIdentifier;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
index 4c5f2c014113..34ccfad8ad25 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java
@@ -12,14 +12,13 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.List;
 import java.util.Map;
 
 /**
  * Aggregated evaluation result for a single candidate agent configuration across all tasks.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationCandidate implements JsonSerializable<OptimizationCandidate> {
 
     /*
@@ -34,35 +33,11 @@ public final class OptimizationCandidate implements JsonSerializable<Optimizatio
     @Generated
     private final String name;
 
-    /*
-     * The agent configuration that produced this candidate.
-     */
-    @Generated
-    private final OptimizationAgentDefinition config;
-
     /*
      * What was mutated from the baseline (e.g., {system_prompt: 'new prompt'}).
      */
     @Generated
-    private final Map<String, BinaryData> mutations;
-
-    /*
-     * Fraction of tasks that met the pass threshold.
-     */
-    @Generated
-    private final double passRate;
-
-    /*
-     * Individual task-level scores.
-     */
-    @Generated
-    private final List<OptimizationTaskResult> taskScores;
-
-    /*
-     * Whether this candidate is on the Pareto frontier (score vs cost).
-     */
-    @Generated
-    private final boolean isParetoOptimal;
+    private Map<String, BinaryData> mutations;
 
     /**
      * Get the candidateId property: Server-assigned candidate identifier. Use with GET /candidates/{id} sub-endpoints.
@@ -84,16 +59,6 @@ public String getName() {
         return this.name;
     }
 
-    /**
-     * Get the config property: The agent configuration that produced this candidate.
-     *
-     * @return the config value.
-     */
-    @Generated
-    public OptimizationAgentDefinition getConfig() {
-        return this.config;
-    }
-
     /**
      * Get the mutations property: What was mutated from the baseline (e.g., {system_prompt: 'new prompt'}).
      *
@@ -104,36 +69,6 @@ public Map<String, BinaryData> getMutations() {
         return this.mutations;
     }
 
-    /**
-     * Get the passRate property: Fraction of tasks that met the pass threshold.
-     *
-     * @return the passRate value.
-     */
-    @Generated
-    public double getPassRate() {
-        return this.passRate;
-    }
-
-    /**
-     * Get the taskScores property: Individual task-level scores.
-     *
-     * @return the taskScores value.
-     */
-    @Generated
-    public List<OptimizationTaskResult> getTaskScores() {
-        return this.taskScores;
-    }
-
-    /**
-     * Get the isParetoOptimal property: Whether this candidate is on the Pareto frontier (score vs cost).
-     *
-     * @return the isParetoOptimal value.
-     */
-    @Generated
-    public boolean isParetoOptimal() {
-        return this.isParetoOptimal;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -142,7 +77,9 @@ public boolean isParetoOptimal() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeJsonField("config", this.config);
+        jsonWriter.writeDoubleField("avg_score", this.averageScore);
+        jsonWriter.writeDoubleField("avg_tokens", this.averageTokens);
+        jsonWriter.writeStringField("candidate_id", this.candidateId);
         jsonWriter.writeMapField("mutations", this.mutations, (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
@@ -150,12 +87,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
                 element.writeTo(writer);
             }
         });
-        jsonWriter.writeDoubleField("avg_score", this.averageScore);
-        jsonWriter.writeDoubleField("avg_tokens", this.averageTokens);
-        jsonWriter.writeDoubleField("pass_rate", this.passRate);
-        jsonWriter.writeArrayField("task_scores", this.taskScores, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeBooleanField("is_pareto_optimal", this.isParetoOptimal);
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
         jsonWriter.writeStringField("eval_id", this.evaluationId);
         jsonWriter.writeStringField("eval_run_id", this.evaluationRunId);
         jsonWriter.writeJsonField("promotion", this.promotion);
@@ -175,14 +106,10 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
-            OptimizationAgentDefinition config = null;
-            Map<String, BinaryData> mutations = null;
             double averageScore = 0.0;
             double averageTokens = 0.0;
-            double passRate = 0.0;
-            List<OptimizationTaskResult> taskScores = null;
-            boolean isParetoOptimal = false;
             String candidateId = null;
+            Map<String, BinaryData> mutations = null;
             String evaluationId = null;
             String evaluationRunId = null;
             PromotionInfo promotion = null;
@@ -191,23 +118,15 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
                 reader.nextToken();
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
-                } else if ("config".equals(fieldName)) {
-                    config = OptimizationAgentDefinition.fromJson(reader);
-                } else if ("mutations".equals(fieldName)) {
-                    mutations = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("avg_score".equals(fieldName)) {
                     averageScore = reader.getDouble();
                 } else if ("avg_tokens".equals(fieldName)) {
                     averageTokens = reader.getDouble();
-                } else if ("pass_rate".equals(fieldName)) {
-                    passRate = reader.getDouble();
-                } else if ("task_scores".equals(fieldName)) {
-                    taskScores = reader.readArray(reader1 -> OptimizationTaskResult.fromJson(reader1));
-                } else if ("is_pareto_optimal".equals(fieldName)) {
-                    isParetoOptimal = reader.getBoolean();
                 } else if ("candidate_id".equals(fieldName)) {
                     candidateId = reader.getString();
+                } else if ("mutations".equals(fieldName)) {
+                    mutations = reader.readMap(reader1 -> reader1
+                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
                 } else if ("eval_id".equals(fieldName)) {
                     evaluationId = reader.getString();
                 } else if ("eval_run_id".equals(fieldName)) {
@@ -218,9 +137,10 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
                     reader.skipChildren();
                 }
             }
-            OptimizationCandidate deserializedOptimizationCandidate = new OptimizationCandidate(name, config, mutations,
-                averageScore, averageTokens, passRate, taskScores, isParetoOptimal);
+            OptimizationCandidate deserializedOptimizationCandidate
+                = new OptimizationCandidate(name, averageScore, averageTokens);
             deserializedOptimizationCandidate.candidateId = candidateId;
+            deserializedOptimizationCandidate.mutations = mutations;
             deserializedOptimizationCandidate.evaluationId = evaluationId;
             deserializedOptimizationCandidate.evaluationRunId = evaluationRunId;
             deserializedOptimizationCandidate.promotion = promotion;
@@ -234,32 +154,6 @@ public static OptimizationCandidate fromJson(JsonReader jsonReader) throws IOExc
     @Generated
     private PromotionInfo promotion;
 
-    /**
-     * Creates an instance of OptimizationCandidate class.
-     *
-     * @param name the name value to set.
-     * @param config the config value to set.
-     * @param mutations the mutations value to set.
-     * @param averageScore the averageScore value to set.
-     * @param averageTokens the averageTokens value to set.
-     * @param passRate the passRate value to set.
-     * @param taskScores the taskScores value to set.
-     * @param isParetoOptimal the isParetoOptimal value to set.
-     */
-    @Generated
-    private OptimizationCandidate(String name, OptimizationAgentDefinition config, Map<String, BinaryData> mutations,
-        double averageScore, double averageTokens, double passRate, List<OptimizationTaskResult> taskScores,
-        boolean isParetoOptimal) {
-        this.name = name;
-        this.config = config;
-        this.mutations = mutations;
-        this.averageScore = averageScore;
-        this.averageTokens = averageTokens;
-        this.passRate = passRate;
-        this.taskScores = taskScores;
-        this.isParetoOptimal = isParetoOptimal;
-    }
-
     /**
      * Get the promotion property: Promotion metadata. Null if the candidate has not been promoted.
      *
@@ -333,4 +227,18 @@ public String getEvaluationId() {
     public String getEvaluationRunId() {
         return this.evaluationRunId;
     }
+
+    /**
+     * Creates an instance of OptimizationCandidate class.
+     *
+     * @param name the name value to set.
+     * @param averageScore the averageScore value to set.
+     * @param averageTokens the averageTokens value to set.
+     */
+    @Generated
+    private OptimizationCandidate(String name, double averageScore, double averageTokens) {
+        this.name = name;
+        this.averageScore = averageScore;
+        this.averageTokens = averageTokens;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
new file mode 100644
index 000000000000..d9725830f414
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java
@@ -0,0 +1,106 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Evaluation criterion: a name + instruction pair used for per-item scoring.
+ */
+@Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationDatasetCriterion implements JsonSerializable<OptimizationDatasetCriterion> {
+
+    /*
+     * Criterion name.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * Criterion instruction / description.
+     */
+    @Generated
+    private final String instruction;
+
+    /**
+     * Creates an instance of OptimizationDatasetCriterion class.
+     *
+     * @param name the name value to set.
+     * @param instruction the instruction value to set.
+     */
+    @Generated
+    public OptimizationDatasetCriterion(String name, String instruction) {
+        this.name = name;
+        this.instruction = instruction;
+    }
+
+    /**
+     * Get the name property: Criterion name.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the instruction property: Criterion instruction / description.
+     *
+     * @return the instruction value.
+     */
+    @Generated
+    public String getInstruction() {
+        return this.instruction;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("instruction", this.instruction);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetCriterion from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetCriterion if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetCriterion.
+     */
+    @Generated
+    public static OptimizationDatasetCriterion fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String instruction = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("instruction".equals(fieldName)) {
+                    instruction = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return new OptimizationDatasetCriterion(name, instruction);
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
new file mode 100644
index 000000000000..412f9ede937e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java
@@ -0,0 +1,110 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Base discriminated model for dataset input. Either inline items or a registered reference.
+ */
+@Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public class OptimizationDatasetInput implements JsonSerializable<OptimizationDatasetInput> {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.fromString("OptimizationDatasetInput");
+
+    /**
+     * Creates an instance of OptimizationDatasetInput class.
+     */
+    @Generated
+    public OptimizationDatasetInput() {
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetInput if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetInput.
+     */
+    @Generated
+    public static OptimizationDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("inline".equals(discriminatorValue)) {
+                    return OptimizationInlineDatasetInput.fromJson(readerToUse.reset());
+                } else if ("reference".equals(discriminatorValue)) {
+                    return OptimizationReferenceDatasetInput.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static OptimizationDatasetInput fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationDatasetInput deserializedOptimizationDatasetInput = new OptimizationDatasetInput();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedOptimizationDatasetInput.type
+                        = OptimizationDatasetInputType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
new file mode 100644
index 000000000000..6c635a423f96
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java
@@ -0,0 +1,57 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Discriminator values for the dataset input union.
+ */
+public final class OptimizationDatasetInputType extends ExpandableStringEnum<OptimizationDatasetInputType> {
+
+    /**
+     * Inline dataset — items are provided directly in the request body.
+     */
+    @Generated
+    public static final OptimizationDatasetInputType INLINE = fromString("inline");
+
+    /**
+     * Reference to a registered Foundry dataset by name and version.
+     */
+    @Generated
+    public static final OptimizationDatasetInputType REFERENCE = fromString("reference");
+
+    /**
+     * Creates a new instance of OptimizationDatasetInputType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public OptimizationDatasetInputType() {
+    }
+
+    /**
+     * Creates or finds a OptimizationDatasetInputType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding OptimizationDatasetInputType.
+     */
+    @Generated
+    public static OptimizationDatasetInputType fromString(String name) {
+        return fromString(name, OptimizationDatasetInputType.class);
+    }
+
+    /**
+     * Gets known OptimizationDatasetInputType values.
+     *
+     * @return known OptimizationDatasetInputType values.
+     */
+    @Generated
+    public static Collection<OptimizationDatasetInputType> values() {
+        return values(OptimizationDatasetInputType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
new file mode 100644
index 000000000000..9b74db6783bf
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java
@@ -0,0 +1,188 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * A single item in an inline dataset.
+ */
+@Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationDatasetItem implements JsonSerializable<OptimizationDatasetItem> {
+
+    /*
+     * The user query / prompt.
+     */
+    @Generated
+    private String query;
+
+    /*
+     * Expected ground truth answer.
+     */
+    @Generated
+    private String groundTruth;
+
+    /*
+     * Desired number of conversation turns for simulation mode (1-20).
+     */
+    @Generated
+    private Integer desiredNumTurns;
+
+    /*
+     * Per-item evaluation criteria.
+     */
+    @Generated
+    private List<OptimizationDatasetCriterion> criteria;
+
+    /**
+     * Creates an instance of OptimizationDatasetItem class.
+     */
+    @Generated
+    public OptimizationDatasetItem() {
+    }
+
+    /**
+     * Get the query property: The user query / prompt.
+     *
+     * @return the query value.
+     */
+    @Generated
+    public String getQuery() {
+        return this.query;
+    }
+
+    /**
+     * Set the query property: The user query / prompt.
+     *
+     * @param query the query value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setQuery(String query) {
+        this.query = query;
+        return this;
+    }
+
+    /**
+     * Get the groundTruth property: Expected ground truth answer.
+     *
+     * @return the groundTruth value.
+     */
+    @Generated
+    public String getGroundTruth() {
+        return this.groundTruth;
+    }
+
+    /**
+     * Set the groundTruth property: Expected ground truth answer.
+     *
+     * @param groundTruth the groundTruth value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setGroundTruth(String groundTruth) {
+        this.groundTruth = groundTruth;
+        return this;
+    }
+
+    /**
+     * Get the desiredNumTurns property: Desired number of conversation turns for simulation mode (1-20).
+     *
+     * @return the desiredNumTurns value.
+     */
+    @Generated
+    public Integer getDesiredNumTurns() {
+        return this.desiredNumTurns;
+    }
+
+    /**
+     * Set the desiredNumTurns property: Desired number of conversation turns for simulation mode (1-20).
+     *
+     * @param desiredNumTurns the desiredNumTurns value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setDesiredNumTurns(Integer desiredNumTurns) {
+        this.desiredNumTurns = desiredNumTurns;
+        return this;
+    }
+
+    /**
+     * Get the criteria property: Per-item evaluation criteria.
+     *
+     * @return the criteria value.
+     */
+    @Generated
+    public List<OptimizationDatasetCriterion> getCriteria() {
+        return this.criteria;
+    }
+
+    /**
+     * Set the criteria property: Per-item evaluation criteria.
+     *
+     * @param criteria the criteria value to set.
+     * @return the OptimizationDatasetItem object itself.
+     */
+    @Generated
+    public OptimizationDatasetItem setCriteria(List<OptimizationDatasetCriterion> criteria) {
+        this.criteria = criteria;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("query", this.query);
+        jsonWriter.writeStringField("ground_truth", this.groundTruth);
+        jsonWriter.writeNumberField("desired_num_turns", this.desiredNumTurns);
+        jsonWriter.writeArrayField("criteria", this.criteria, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationDatasetItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationDatasetItem if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the OptimizationDatasetItem.
+     */
+    @Generated
+    public static OptimizationDatasetItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationDatasetItem deserializedOptimizationDatasetItem = new OptimizationDatasetItem();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("query".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.query = reader.getString();
+                } else if ("ground_truth".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.groundTruth = reader.getString();
+                } else if ("desired_num_turns".equals(fieldName)) {
+                    deserializedOptimizationDatasetItem.desiredNumTurns = reader.getNullable(JsonReader::getInt);
+                } else if ("criteria".equals(fieldName)) {
+                    List<OptimizationDatasetCriterion> criteria
+                        = reader.readArray(reader1 -> OptimizationDatasetCriterion.fromJson(reader1));
+                    deserializedOptimizationDatasetItem.criteria = criteria;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationDatasetItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
similarity index 63%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
index e12d4ac3e087..6d7f737b8509 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetRef.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java
@@ -13,36 +13,36 @@
 import java.io.IOException;
 
 /**
- * Reference to a registered dataset in the Foundry Dataset Service.
+ * Reference to a named evaluator, optionally pinned to a version.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class DatasetRef implements JsonSerializable<DatasetRef> {
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationEvaluatorRef implements JsonSerializable<OptimizationEvaluatorRef> {
 
     /*
-     * Dataset name.
+     * Evaluator name.
      */
     @Generated
     private final String name;
 
     /*
-     * Dataset version. If not specified, the latest version is used.
+     * Evaluator version. If not specified, the latest version is used.
      */
     @Generated
     private String version;
 
     /**
-     * Creates an instance of DatasetRef class.
+     * Creates an instance of OptimizationEvaluatorRef class.
      *
      * @param name the name value to set.
      */
     @Generated
-    public DatasetRef(String name) {
+    public OptimizationEvaluatorRef(String name) {
         this.name = name;
     }
 
     /**
-     * Get the name property: Dataset name.
+     * Get the name property: Evaluator name.
      *
      * @return the name value.
      */
@@ -52,7 +52,7 @@ public String getName() {
     }
 
     /**
-     * Get the version property: Dataset version. If not specified, the latest version is used.
+     * Get the version property: Evaluator version. If not specified, the latest version is used.
      *
      * @return the version value.
      */
@@ -62,13 +62,13 @@ public String getVersion() {
     }
 
     /**
-     * Set the version property: Dataset version. If not specified, the latest version is used.
+     * Set the version property: Evaluator version. If not specified, the latest version is used.
      *
      * @param version the version value to set.
-     * @return the DatasetRef object itself.
+     * @return the OptimizationEvaluatorRef object itself.
      */
     @Generated
-    public DatasetRef setVersion(String version) {
+    public OptimizationEvaluatorRef setVersion(String version) {
         this.version = version;
         return this;
     }
@@ -86,16 +86,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of DatasetRef from the JsonReader.
+     * Reads an instance of OptimizationEvaluatorRef from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of DatasetRef if the JsonReader was pointing to an instance of it, or null if it was pointing
-     * to JSON null.
+     * @return An instance of OptimizationEvaluatorRef if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the DatasetRef.
+     * @throws IOException If an error occurs while reading the OptimizationEvaluatorRef.
      */
     @Generated
-    public static DatasetRef fromJson(JsonReader jsonReader) throws IOException {
+    public static OptimizationEvaluatorRef fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
             String version = null;
@@ -110,9 +110,9 @@ public static DatasetRef fromJson(JsonReader jsonReader) throws IOException {
                     reader.skipChildren();
                 }
             }
-            DatasetRef deserializedDatasetRef = new DatasetRef(name);
-            deserializedDatasetRef.version = version;
-            return deserializedDatasetRef;
+            OptimizationEvaluatorRef deserializedOptimizationEvaluatorRef = new OptimizationEvaluatorRef(name);
+            deserializedOptimizationEvaluatorRef.version = version;
+            return deserializedOptimizationEvaluatorRef;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
new file mode 100644
index 000000000000..fcc5073ea059
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java
@@ -0,0 +1,108 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Inline dataset — items supplied directly in the request body.
+ */
+@Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationInlineDatasetInput extends OptimizationDatasetInput {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.INLINE;
+
+    /*
+     * Dataset items.
+     */
+    @Generated
+    private final List<OptimizationDatasetItem> items;
+
+    /**
+     * Creates an instance of OptimizationInlineDatasetInput class.
+     *
+     * @param items the items value to set.
+     */
+    @Generated
+    public OptimizationInlineDatasetInput(List<OptimizationDatasetItem> items) {
+        this.items = items;
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the items property: Dataset items.
+     *
+     * @return the items value.
+     */
+    @Generated
+    public List<OptimizationDatasetItem> getItems() {
+        return this.items;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeArrayField("items", this.items, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationInlineDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationInlineDatasetInput if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationInlineDatasetInput.
+     */
+    @Generated
+    public static OptimizationInlineDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            List<OptimizationDatasetItem> items = null;
+            OptimizationDatasetInputType type = OptimizationDatasetInputType.INLINE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("items".equals(fieldName)) {
+                    items = reader.readArray(reader1 -> OptimizationDatasetItem.fromJson(reader1));
+                } else if ("type".equals(fieldName)) {
+                    type = OptimizationDatasetInputType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            OptimizationInlineDatasetInput deserializedOptimizationInlineDatasetInput
+                = new OptimizationInlineDatasetInput(items);
+            deserializedOptimizationInlineDatasetInput.type = type;
+            return deserializedOptimizationInlineDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
index ca74874b744f..ec4c671370be 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJob.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -14,13 +14,14 @@
 import java.time.Instant;
 import java.time.OffsetDateTime;
 import java.time.ZoneOffset;
+import java.util.List;
 
 /**
  * Agent optimization job resource — a long-running job that optimizes an agent's configuration (instructions, model,
  * skills, tools) to maximize evaluation scores. On success, the result contains scored candidates.
  */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJob implements JsonSerializable<OptimizationJob> {
 
     /*
@@ -60,13 +61,13 @@ public final class OptimizationJob implements JsonSerializable<OptimizationJob>
     private long createdAt;
 
     /*
-     * The timestamp when the job was last updated (status, progress, or result change), represented in Unix time.
+     * The timestamp when the job was last updated, represented in Unix time.
      */
     @Generated
-    private Long updatedAt;
+    private long updatedAt;
 
     /*
-     * Progress while in flight. Absent in terminal states.
+     * Progress snapshot. May be present in terminal states reflecting last-known progress.
      */
     @Generated
     private OptimizationJobProgress progress;
@@ -75,7 +76,7 @@ public final class OptimizationJob implements JsonSerializable<OptimizationJob>
      * Creates an instance of OptimizationJob class.
      */
     @Generated
-    private OptimizationJob() {
+    public OptimizationJob() {
     }
 
     /**
@@ -139,21 +140,17 @@ public OffsetDateTime getCreatedAt() {
     }
 
     /**
-     * Get the updatedAt property: The timestamp when the job was last updated (status, progress, or result change),
-     * represented in Unix time.
+     * Get the updatedAt property: The timestamp when the job was last updated, represented in Unix time.
      *
      * @return the updatedAt value.
      */
     @Generated
     public OffsetDateTime getUpdatedAt() {
-        if (this.updatedAt == null) {
-            return null;
-        }
         return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
     }
 
     /**
-     * Get the progress property: Progress while in flight. Absent in terminal states.
+     * Get the progress property: Progress snapshot. May be present in terminal states reflecting last-known progress.
      *
      * @return the progress value.
      */
@@ -195,18 +192,19 @@ public static OptimizationJob fromJson(JsonReader jsonReader) throws IOException
                     deserializedOptimizationJob.status = JobStatus.fromString(reader.getString());
                 } else if ("created_at".equals(fieldName)) {
                     deserializedOptimizationJob.createdAt = reader.getLong();
-                } else if ("error".equals(fieldName)) {
-                    deserializedOptimizationJob.error = ApiError.fromJson(reader);
-                } else if ("result".equals(fieldName)) {
-                    deserializedOptimizationJob.result = OptimizationJobResult.fromJson(reader);
+                } else if ("updated_at".equals(fieldName)) {
+                    deserializedOptimizationJob.updatedAt = reader.getLong();
                 } else if ("inputs".equals(fieldName)) {
                     deserializedOptimizationJob.inputs = OptimizationJobInputs.fromJson(reader);
-                } else if ("updated_at".equals(fieldName)) {
-                    deserializedOptimizationJob.updatedAt = reader.getNullable(JsonReader::getLong);
+                } else if ("result".equals(fieldName)) {
+                    deserializedOptimizationJob.result = OptimizationJobResult.fromJson(reader);
+                } else if ("error".equals(fieldName)) {
+                    deserializedOptimizationJob.error = ApiError.fromJson(reader);
                 } else if ("progress".equals(fieldName)) {
                     deserializedOptimizationJob.progress = OptimizationJobProgress.fromJson(reader);
-                } else if ("dataset".equals(fieldName)) {
-                    deserializedOptimizationJob.dataset = DatasetInfo.fromJson(reader);
+                } else if ("warnings".equals(fieldName)) {
+                    List<String> warnings = reader.readArray(reader1 -> reader1.getString());
+                    deserializedOptimizationJob.warnings = warnings;
                 } else {
                     reader.skipChildren();
                 }
@@ -216,18 +214,30 @@ public static OptimizationJob fromJson(JsonReader jsonReader) throws IOException
     }
 
     /*
-     * Metadata about the dataset used for this optimization job.
+     * Non-fatal warnings emitted at any point during optimization.
+     */
+    @Generated
+    private List<String> warnings;
+
+    /**
+     * Set the inputs property: Caller-supplied inputs.
+     *
+     * @param inputs the inputs value to set.
+     * @return the OptimizationJob object itself.
      */
     @Generated
-    private DatasetInfo dataset;
+    public OptimizationJob setInputs(OptimizationJobInputs inputs) {
+        this.inputs = inputs;
+        return this;
+    }
 
     /**
-     * Get the dataset property: Metadata about the dataset used for this optimization job.
+     * Get the warnings property: Non-fatal warnings emitted at any point during optimization.
      *
-     * @return the dataset value.
+     * @return the warnings value.
      */
     @Generated
-    public DatasetInfo getDataset() {
-        return this.dataset;
+    public List<String> getWarnings() {
+        return this.warnings;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
index ae77010a274c..587c18b622bb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java
@@ -17,32 +17,20 @@
  * Caller-supplied inputs for an optimization job.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobInputs implements JsonSerializable<OptimizationJobInputs> {
 
     /*
      * The agent (and pinned version) being optimized.
      */
     @Generated
-    private final AgentIdentifier agent;
+    private final OptimizationAgentIdentifier agent;
 
     /*
-     * Reference to a registered training dataset (required).
+     * Job-level evaluators referenced by name and optional version. Required; at least one must be provided.
      */
     @Generated
-    private final DatasetRef trainDatasetReference;
-
-    /*
-     * Optional held-out validation dataset for measuring generalization of the final candidate.
-     */
-    @Generated
-    private DatasetRef validationDatasetReference;
-
-    /*
-     * Job-level evaluators (referenced by name). Per-task criteria may override. Default: ['task_adherence'].
-     */
-    @Generated
-    private List<String> evaluators;
+    private final List<OptimizationEvaluatorRef> evaluators;
 
     /*
      * Tuning knobs and run-mode.
@@ -56,68 +44,21 @@ public final class OptimizationJobInputs implements JsonSerializable<Optimizatio
      * @return the agent value.
      */
     @Generated
-    public AgentIdentifier getAgent() {
+    public OptimizationAgentIdentifier getAgent() {
         return this.agent;
     }
 
     /**
-     * Get the trainDatasetReference property: Reference to a registered training dataset (required).
-     *
-     * @return the trainDatasetReference value.
-     */
-    @Generated
-    public DatasetRef getTrainDatasetReference() {
-        return this.trainDatasetReference;
-    }
-
-    /**
-     * Get the validationDatasetReference property: Optional held-out validation dataset for measuring generalization of
-     * the final candidate.
-     *
-     * @return the validationDatasetReference value.
-     */
-    @Generated
-    public DatasetRef getValidationDatasetReference() {
-        return this.validationDatasetReference;
-    }
-
-    /**
-     * Set the validationDatasetReference property: Optional held-out validation dataset for measuring generalization of
-     * the final candidate.
-     *
-     * @param validationDatasetReference the validationDatasetReference value to set.
-     * @return the OptimizationJobInputs object itself.
-     */
-    @Generated
-    public OptimizationJobInputs setValidationDatasetReference(DatasetRef validationDatasetReference) {
-        this.validationDatasetReference = validationDatasetReference;
-        return this;
-    }
-
-    /**
-     * Get the evaluators property: Job-level evaluators (referenced by name). Per-task criteria may override. Default:
-     * ['task_adherence'].
+     * Get the evaluators property: Job-level evaluators referenced by name and optional version. Required; at least one
+     * must be provided.
      *
      * @return the evaluators value.
      */
     @Generated
-    public List<String> getEvaluators() {
+    public List<OptimizationEvaluatorRef> getEvaluators() {
         return this.evaluators;
     }
 
-    /**
-     * Set the evaluators property: Job-level evaluators (referenced by name). Per-task criteria may override. Default:
-     * ['task_adherence'].
-     *
-     * @param evaluators the evaluators value to set.
-     * @return the OptimizationJobInputs object itself.
-     */
-    @Generated
-    public OptimizationJobInputs setEvaluators(List<String> evaluators) {
-        this.evaluators = evaluators;
-        return this;
-    }
-
     /**
      * Get the options property: Tuning knobs and run-mode.
      *
@@ -148,9 +89,9 @@ public OptimizationJobInputs setOptions(OptimizationOptions options) {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("agent", this.agent);
-        jsonWriter.writeJsonField("train_dataset_reference", this.trainDatasetReference);
-        jsonWriter.writeJsonField("validation_dataset_reference", this.validationDatasetReference);
-        jsonWriter.writeArrayField("evaluators", this.evaluators, (writer, element) -> writer.writeString(element));
+        jsonWriter.writeJsonField("train_dataset", this.trainDataset);
+        jsonWriter.writeArrayField("evaluators", this.evaluators, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("validation_dataset", this.validationDataset);
         jsonWriter.writeJsonField("options", this.options);
         return jsonWriter.writeEndObject();
     }
@@ -167,22 +108,22 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static OptimizationJobInputs fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            AgentIdentifier agent = null;
-            DatasetRef trainDatasetReference = null;
-            DatasetRef validationDatasetReference = null;
-            List<String> evaluators = null;
+            OptimizationAgentIdentifier agent = null;
+            OptimizationDatasetInput trainDataset = null;
+            List<OptimizationEvaluatorRef> evaluators = null;
+            OptimizationDatasetInput validationDataset = null;
             OptimizationOptions options = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("agent".equals(fieldName)) {
-                    agent = AgentIdentifier.fromJson(reader);
-                } else if ("train_dataset_reference".equals(fieldName)) {
-                    trainDatasetReference = DatasetRef.fromJson(reader);
-                } else if ("validation_dataset_reference".equals(fieldName)) {
-                    validationDatasetReference = DatasetRef.fromJson(reader);
+                    agent = OptimizationAgentIdentifier.fromJson(reader);
+                } else if ("train_dataset".equals(fieldName)) {
+                    trainDataset = OptimizationDatasetInput.fromJson(reader);
                 } else if ("evaluators".equals(fieldName)) {
-                    evaluators = reader.readArray(reader1 -> reader1.getString());
+                    evaluators = reader.readArray(reader1 -> OptimizationEvaluatorRef.fromJson(reader1));
+                } else if ("validation_dataset".equals(fieldName)) {
+                    validationDataset = OptimizationDatasetInput.fromJson(reader);
                 } else if ("options".equals(fieldName)) {
                     options = OptimizationOptions.fromJson(reader);
                 } else {
@@ -190,23 +131,72 @@ public static OptimizationJobInputs fromJson(JsonReader jsonReader) throws IOExc
                 }
             }
             OptimizationJobInputs deserializedOptimizationJobInputs
-                = new OptimizationJobInputs(agent, trainDatasetReference);
-            deserializedOptimizationJobInputs.validationDatasetReference = validationDatasetReference;
-            deserializedOptimizationJobInputs.evaluators = evaluators;
+                = new OptimizationJobInputs(agent, trainDataset, evaluators);
+            deserializedOptimizationJobInputs.validationDataset = validationDataset;
             deserializedOptimizationJobInputs.options = options;
             return deserializedOptimizationJobInputs;
         });
     }
 
+    /*
+     * Training dataset — either inline items or a reference to a registered dataset. Required.
+     */
+    @Generated
+    private final OptimizationDatasetInput trainDataset;
+
+    /*
+     * Optional held-out validation dataset for measuring generalization of the final candidate.
+     */
+    @Generated
+    private OptimizationDatasetInput validationDataset;
+
     /**
      * Creates an instance of OptimizationJobInputs class.
      *
      * @param agent the agent value to set.
-     * @param trainDatasetReference the trainDatasetReference value to set.
+     * @param trainDataset the trainDataset value to set.
+     * @param evaluators the evaluators value to set.
      */
     @Generated
-    public OptimizationJobInputs(AgentIdentifier agent, DatasetRef trainDatasetReference) {
+    public OptimizationJobInputs(OptimizationAgentIdentifier agent, OptimizationDatasetInput trainDataset,
+        List<OptimizationEvaluatorRef> evaluators) {
         this.agent = agent;
-        this.trainDatasetReference = trainDatasetReference;
+        this.trainDataset = trainDataset;
+        this.evaluators = evaluators;
+    }
+
+    /**
+     * Get the trainDataset property: Training dataset — either inline items or a reference to a registered dataset.
+     * Required.
+     *
+     * @return the trainDataset value.
+     */
+    @Generated
+    public OptimizationDatasetInput getTrainDataset() {
+        return this.trainDataset;
+    }
+
+    /**
+     * Get the validationDataset property: Optional held-out validation dataset for measuring generalization of the
+     * final candidate.
+     *
+     * @return the validationDataset value.
+     */
+    @Generated
+    public OptimizationDatasetInput getValidationDataset() {
+        return this.validationDataset;
+    }
+
+    /**
+     * Set the validationDataset property: Optional held-out validation dataset for measuring generalization of the
+     * final candidate.
+     *
+     * @param validationDataset the validationDataset value to set.
+     * @return the OptimizationJobInputs object itself.
+     */
+    @Generated
+    public OptimizationJobInputs setValidationDataset(OptimizationDatasetInput validationDataset) {
+        this.validationDataset = validationDataset;
+        return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
new file mode 100644
index 000000000000..32711d29c292
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java
@@ -0,0 +1,191 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Slim job representation returned by the LIST endpoint.
+ */
+@Immutable
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationJobListItem implements JsonSerializable<OptimizationJobListItem> {
+
+    /*
+     * Server-assigned unique identifier.
+     */
+    @Generated
+    private String id;
+
+    /*
+     * Current lifecycle status.
+     */
+    @Generated
+    private JobStatus status;
+
+    /*
+     * Error details — populated only on failure.
+     */
+    @Generated
+    private ApiError error;
+
+    /*
+     * The timestamp when the job was created, represented in Unix time.
+     */
+    @Generated
+    private long createdAt;
+
+    /*
+     * The timestamp when the job was last updated, represented in Unix time.
+     */
+    @Generated
+    private long updatedAt;
+
+    /*
+     * Progress snapshot. May be present in terminal states reflecting last-known progress.
+     */
+    @Generated
+    private OptimizationJobProgress progress;
+
+    /*
+     * The agent targeted by this optimization job.
+     */
+    @Generated
+    private OptimizationAgentIdentifier agent;
+
+    /**
+     * Creates an instance of OptimizationJobListItem class.
+     */
+    @Generated
+    private OptimizationJobListItem() {
+    }
+
+    /**
+     * Get the id property: Server-assigned unique identifier.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the status property: Current lifecycle status.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public JobStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the error property: Error details — populated only on failure.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ApiError getError() {
+        return this.error;
+    }
+
+    /**
+     * Get the createdAt property: The timestamp when the job was created, represented in Unix time.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the updatedAt property: The timestamp when the job was last updated, represented in Unix time.
+     *
+     * @return the updatedAt value.
+     */
+    @Generated
+    public OffsetDateTime getUpdatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the progress property: Progress snapshot. May be present in terminal states reflecting last-known progress.
+     *
+     * @return the progress value.
+     */
+    @Generated
+    public OptimizationJobProgress getProgress() {
+        return this.progress;
+    }
+
+    /**
+     * Get the agent property: The agent targeted by this optimization job.
+     *
+     * @return the agent value.
+     */
+    @Generated
+    public OptimizationAgentIdentifier getAgent() {
+        return this.agent;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationJobListItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationJobListItem if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationJobListItem.
+     */
+    @Generated
+    public static OptimizationJobListItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OptimizationJobListItem deserializedOptimizationJobListItem = new OptimizationJobListItem();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.id = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.status = JobStatus.fromString(reader.getString());
+                } else if ("created_at".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.createdAt = reader.getLong();
+                } else if ("updated_at".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.updatedAt = reader.getLong();
+                } else if ("error".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.error = ApiError.fromJson(reader);
+                } else if ("progress".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.progress = OptimizationJobProgress.fromJson(reader);
+                } else if ("agent".equals(fieldName)) {
+                    deserializedOptimizationJobListItem.agent = OptimizationAgentIdentifier.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedOptimizationJobListItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
index 42d9a3083574..21c10d11dc91 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java
@@ -16,15 +16,9 @@
  * In-flight progress; only populated while status is queued or in_progress.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobProgress implements JsonSerializable<OptimizationJobProgress> {
 
-    /*
-     * 1-based current iteration index.
-     */
-    @Generated
-    private final int currentIteration;
-
     /*
      * Best score observed so far across all candidates.
      */
@@ -37,16 +31,6 @@ public final class OptimizationJobProgress implements JsonSerializable<Optimizat
     @Generated
     private final double elapsedSeconds;
 
-    /**
-     * Get the currentIteration property: 1-based current iteration index.
-     *
-     * @return the currentIteration value.
-     */
-    @Generated
-    public int getCurrentIteration() {
-        return this.currentIteration;
-    }
-
     /**
      * Get the bestScore property: Best score observed so far across all candidates.
      *
@@ -74,7 +58,7 @@ public double getElapsedSeconds() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeIntField("current_iteration", this.currentIteration);
+        jsonWriter.writeIntField("candidates_completed", this.candidatesCompleted);
         jsonWriter.writeDoubleField("best_score", this.bestScore);
         jsonWriter.writeDoubleField("elapsed_seconds", this.elapsedSeconds);
         return jsonWriter.writeEndObject();
@@ -92,14 +76,14 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static OptimizationJobProgress fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            int currentIteration = 0;
+            int candidatesCompleted = 0;
             double bestScore = 0.0;
             double elapsedSeconds = 0.0;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("current_iteration".equals(fieldName)) {
-                    currentIteration = reader.getInt();
+                if ("candidates_completed".equals(fieldName)) {
+                    candidatesCompleted = reader.getInt();
                 } else if ("best_score".equals(fieldName)) {
                     bestScore = reader.getDouble();
                 } else if ("elapsed_seconds".equals(fieldName)) {
@@ -108,21 +92,37 @@ public static OptimizationJobProgress fromJson(JsonReader jsonReader) throws IOE
                     reader.skipChildren();
                 }
             }
-            return new OptimizationJobProgress(currentIteration, bestScore, elapsedSeconds);
+            return new OptimizationJobProgress(candidatesCompleted, bestScore, elapsedSeconds);
         });
     }
 
     /**
      * Creates an instance of OptimizationJobProgress class.
      *
-     * @param currentIteration the currentIteration value to set.
+     * @param candidatesCompleted the candidatesCompleted value to set.
      * @param bestScore the bestScore value to set.
      * @param elapsedSeconds the elapsedSeconds value to set.
      */
     @Generated
-    private OptimizationJobProgress(int currentIteration, double bestScore, double elapsedSeconds) {
-        this.currentIteration = currentIteration;
+    private OptimizationJobProgress(int candidatesCompleted, double bestScore, double elapsedSeconds) {
+        this.candidatesCompleted = candidatesCompleted;
         this.bestScore = bestScore;
         this.elapsedSeconds = elapsedSeconds;
     }
+
+    /*
+     * Number of candidates whose evaluation has completed so far.
+     */
+    @Generated
+    private final int candidatesCompleted;
+
+    /**
+     * Get the candidatesCompleted property: Number of candidates whose evaluation has completed so far.
+     *
+     * @return the candidatesCompleted value.
+     */
+    @Generated
+    public int getCandidatesCompleted() {
+        return this.candidatesCompleted;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
index 78b8eb377459..07ef89b77a4c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java
@@ -17,20 +17,20 @@
  * Terminal-state result body. Populated when status is succeeded or failed.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationJobResult implements JsonSerializable<OptimizationJobResult> {
 
     /*
-     * Evaluation scores for the original (un-optimized) agent configuration.
+     * Candidate ID of the original (un-optimized) baseline evaluation.
      */
     @Generated
-    private OptimizationCandidate baseline;
+    private String baseline;
 
     /*
-     * The highest-scoring candidate found during optimization.
+     * Candidate ID of the highest-scoring candidate found during optimization.
      */
     @Generated
-    private OptimizationCandidate best;
+    private String best;
 
     /*
      * All evaluated candidates including baseline.
@@ -38,18 +38,6 @@ public final class OptimizationJobResult implements JsonSerializable<Optimizatio
     @Generated
     private List<OptimizationCandidate> candidates;
 
-    /*
-     * The options used for this optimization run.
-     */
-    @Generated
-    private OptimizationOptions options;
-
-    /*
-     * Non-fatal warnings from the optimization run (e.g., target attribute failures that were skipped).
-     */
-    @Generated
-    private List<String> warnings;
-
     /**
      * Creates an instance of OptimizationJobResult class.
      */
@@ -58,22 +46,22 @@ private OptimizationJobResult() {
     }
 
     /**
-     * Get the baseline property: Evaluation scores for the original (un-optimized) agent configuration.
+     * Get the baseline property: Candidate ID of the original (un-optimized) baseline evaluation.
      *
      * @return the baseline value.
      */
     @Generated
-    public OptimizationCandidate getBaseline() {
+    public String getBaseline() {
         return this.baseline;
     }
 
     /**
-     * Get the best property: The highest-scoring candidate found during optimization.
+     * Get the best property: Candidate ID of the highest-scoring candidate found during optimization.
      *
      * @return the best value.
      */
     @Generated
-    public OptimizationCandidate getBest() {
+    public String getBest() {
         return this.best;
     }
 
@@ -87,27 +75,6 @@ public List<OptimizationCandidate> getCandidates() {
         return this.candidates;
     }
 
-    /**
-     * Get the options property: The options used for this optimization run.
-     *
-     * @return the options value.
-     */
-    @Generated
-    public OptimizationOptions getOptions() {
-        return this.options;
-    }
-
-    /**
-     * Get the warnings property: Non-fatal warnings from the optimization run (e.g., target attribute failures that
-     * were skipped).
-     *
-     * @return the warnings value.
-     */
-    @Generated
-    public List<String> getWarnings() {
-        return this.warnings;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -115,12 +82,9 @@ public List<String> getWarnings() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("baseline", this.baseline);
-        jsonWriter.writeJsonField("best", this.best);
+        jsonWriter.writeStringField("baseline", this.baseline);
+        jsonWriter.writeStringField("best", this.best);
         jsonWriter.writeArrayField("candidates", this.candidates, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeJsonField("options", this.options);
-        jsonWriter.writeArrayField("warnings", this.warnings, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeBooleanField("all_target_attributes_failed", this.allTargetAttributesFailed);
         return jsonWriter.writeEndObject();
     }
 
@@ -140,21 +104,13 @@ public static OptimizationJobResult fromJson(JsonReader jsonReader) throws IOExc
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("baseline".equals(fieldName)) {
-                    deserializedOptimizationJobResult.baseline = OptimizationCandidate.fromJson(reader);
+                    deserializedOptimizationJobResult.baseline = reader.getString();
                 } else if ("best".equals(fieldName)) {
-                    deserializedOptimizationJobResult.best = OptimizationCandidate.fromJson(reader);
+                    deserializedOptimizationJobResult.best = reader.getString();
                 } else if ("candidates".equals(fieldName)) {
                     List<OptimizationCandidate> candidates
                         = reader.readArray(reader1 -> OptimizationCandidate.fromJson(reader1));
                     deserializedOptimizationJobResult.candidates = candidates;
-                } else if ("options".equals(fieldName)) {
-                    deserializedOptimizationJobResult.options = OptimizationOptions.fromJson(reader);
-                } else if ("warnings".equals(fieldName)) {
-                    List<String> warnings = reader.readArray(reader1 -> reader1.getString());
-                    deserializedOptimizationJobResult.warnings = warnings;
-                } else if ("all_target_attributes_failed".equals(fieldName)) {
-                    deserializedOptimizationJobResult.allTargetAttributesFailed
-                        = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -162,21 +118,4 @@ public static OptimizationJobResult fromJson(JsonReader jsonReader) throws IOExc
             return deserializedOptimizationJobResult;
         });
     }
-
-    /*
-     * True when all target attributes failed — only the baseline was evaluated.
-     */
-    @Generated
-    private Boolean allTargetAttributesFailed;
-
-    /**
-     * Get the allTargetAttributesFailed property: True when all target attributes failed — only the baseline was
-     * evaluated.
-     *
-     * @return the allTargetAttributesFailed value.
-     */
-    @Generated
-    public Boolean isAllTargetAttributesFailed() {
-        return this.allTargetAttributesFailed;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
index f5798feaa025..f3bedf521aaf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationOptions.java
@@ -18,15 +18,9 @@
  * Tuning knobs and run-mode for an optimization job.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class OptimizationOptions implements JsonSerializable<OptimizationOptions> {
 
-    /*
-     * Maximum optimization iterations per strategy. Must be >= 1. Default: 5.
-     */
-    @Generated
-    private Integer maxIterations;
-
     /*
      * Model deployment used for evaluation. Defaults to server config (typically 'gpt-4o').
      */
@@ -40,28 +34,6 @@ public final class OptimizationOptions implements JsonSerializable<OptimizationO
     public OptimizationOptions() {
     }
 
-    /**
-     * Get the maxIterations property: Maximum optimization iterations per strategy. Must be &gt;= 1. Default: 5.
-     *
-     * @return the maxIterations value.
-     */
-    @Generated
-    public Integer getMaxIterations() {
-        return this.maxIterations;
-    }
-
-    /**
-     * Set the maxIterations property: Maximum optimization iterations per strategy. Must be &gt;= 1. Default: 5.
-     *
-     * @param maxIterations the maxIterations value to set.
-     * @return the OptimizationOptions object itself.
-     */
-    @Generated
-    public OptimizationOptions setMaxIterations(Integer maxIterations) {
-        this.maxIterations = maxIterations;
-        return this;
-    }
-
     /**
      * Get the evalModel property: Model deployment used for evaluation. Defaults to server config (typically 'gpt-4o').
      *
@@ -91,7 +63,7 @@ public OptimizationOptions setEvalModel(String evalModel) {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeNumberField("max_iterations", this.maxIterations);
+        jsonWriter.writeNumberField("max_candidates", this.maxCandidates);
         jsonWriter.writeMapField("optimization_config", this.optimizationConfig, (writer, element) -> {
             if (element == null) {
                 writer.writeNull();
@@ -121,8 +93,8 @@ public static OptimizationOptions fromJson(JsonReader jsonReader) throws IOExcep
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("max_iterations".equals(fieldName)) {
-                    deserializedOptimizationOptions.maxIterations = reader.getNullable(JsonReader::getInt);
+                if ("max_candidates".equals(fieldName)) {
+                    deserializedOptimizationOptions.maxCandidates = reader.getNullable(JsonReader::getInt);
                 } else if ("optimization_config".equals(fieldName)) {
                     Map<String, BinaryData> optimizationConfig = reader.readMap(reader1 -> reader1
                         .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
@@ -233,4 +205,34 @@ public OptimizationOptions setEvaluationLevel(EvaluationLevel evaluationLevel) {
         this.evaluationLevel = evaluationLevel;
         return this;
     }
+
+    /*
+     * Maximum number of optimization candidates to generate. Must be >= 1. Default: 5.
+     */
+    @Generated
+    private Integer maxCandidates;
+
+    /**
+     * Get the maxCandidates property: Maximum number of optimization candidates to generate. Must be &gt;= 1. Default:
+     * 5.
+     *
+     * @return the maxCandidates value.
+     */
+    @Generated
+    public Integer getMaxCandidates() {
+        return this.maxCandidates;
+    }
+
+    /**
+     * Set the maxCandidates property: Maximum number of optimization candidates to generate. Must be &gt;= 1. Default:
+     * 5.
+     *
+     * @param maxCandidates the maxCandidates value to set.
+     * @return the OptimizationOptions object itself.
+     */
+    @Generated
+    public OptimizationOptions setMaxCandidates(Integer maxCandidates) {
+        this.maxCandidates = maxCandidates;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
new file mode 100644
index 000000000000..df76d1bd3eaf
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java
@@ -0,0 +1,140 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Reference to a registered Foundry dataset.
+ */
+@Fluent
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
+public final class OptimizationReferenceDatasetInput extends OptimizationDatasetInput {
+
+    /*
+     * Dataset input type discriminator.
+     */
+    @Generated
+    private OptimizationDatasetInputType type = OptimizationDatasetInputType.REFERENCE;
+
+    /*
+     * Registered dataset name.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * Dataset version. If not specified, the latest version is used.
+     */
+    @Generated
+    private String version;
+
+    /**
+     * Creates an instance of OptimizationReferenceDatasetInput class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public OptimizationReferenceDatasetInput(String name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the type property: Dataset input type discriminator.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public OptimizationDatasetInputType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: Registered dataset name.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the version property: Dataset version. If not specified, the latest version is used.
+     *
+     * @return the version value.
+     */
+    @Generated
+    public String getVersion() {
+        return this.version;
+    }
+
+    /**
+     * Set the version property: Dataset version. If not specified, the latest version is used.
+     *
+     * @param version the version value to set.
+     * @return the OptimizationReferenceDatasetInput object itself.
+     */
+    @Generated
+    public OptimizationReferenceDatasetInput setVersion(String version) {
+        this.version = version;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("version", this.version);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of OptimizationReferenceDatasetInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of OptimizationReferenceDatasetInput if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the OptimizationReferenceDatasetInput.
+     */
+    @Generated
+    public static OptimizationReferenceDatasetInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            OptimizationDatasetInputType type = OptimizationDatasetInputType.REFERENCE;
+            String version = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = OptimizationDatasetInputType.fromString(reader.getString());
+                } else if ("version".equals(fieldName)) {
+                    version = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            OptimizationReferenceDatasetInput deserializedOptimizationReferenceDatasetInput
+                = new OptimizationReferenceDatasetInput(name);
+            deserializedOptimizationReferenceDatasetInput.type = type;
+            deserializedOptimizationReferenceDatasetInput.version = version;
+            return deserializedOptimizationReferenceDatasetInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java
deleted file mode 100644
index 3039797ed1d9..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OptimizationTaskResult.java
+++ /dev/null
@@ -1,308 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Duration;
-import java.util.Map;
-
-/**
- * Per-task evaluation result for a single candidate.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class OptimizationTaskResult implements JsonSerializable<OptimizationTaskResult> {
-
-    /*
-     * Task name (from the dataset).
-     */
-    @Generated
-    private final String taskName;
-
-    /*
-     * The user query / input for the task.
-     */
-    @Generated
-    private String query;
-
-    /*
-     * Per-evaluator scores keyed by evaluator name.
-     */
-    @Generated
-    private final Map<String, Double> scores;
-
-    /*
-     * Composite score combining all evaluator scores.
-     */
-    @Generated
-    private final double compositeScore;
-
-    /*
-     * Total tokens consumed during the agent run for this task.
-     */
-    @Generated
-    private final long tokens;
-
-    /*
-     * Wall-clock seconds for this task's agent execution.
-     */
-    @Generated
-    private final double durationSeconds;
-
-    /*
-     * Whether the task met the pass threshold.
-     */
-    @Generated
-    private final boolean passed;
-
-    /*
-     * Error message if the task failed during execution.
-     */
-    @Generated
-    private String errorMessage;
-
-    /*
-     * Per-evaluator reasoning keyed by evaluator name.
-     */
-    @Generated
-    private Map<String, String> rationales;
-
-    /*
-     * Raw agent response text.
-     */
-    @Generated
-    private String response;
-
-    /*
-     * Identifier of the agent run that produced this result.
-     */
-    @Generated
-    private String runId;
-
-    /**
-     * Get the taskName property: Task name (from the dataset).
-     *
-     * @return the taskName value.
-     */
-    @Generated
-    public String getTaskName() {
-        return this.taskName;
-    }
-
-    /**
-     * Get the query property: The user query / input for the task.
-     *
-     * @return the query value.
-     */
-    @Generated
-    public String getQuery() {
-        return this.query;
-    }
-
-    /**
-     * Get the scores property: Per-evaluator scores keyed by evaluator name.
-     *
-     * @return the scores value.
-     */
-    @Generated
-    public Map<String, Double> getScores() {
-        return this.scores;
-    }
-
-    /**
-     * Get the compositeScore property: Composite score combining all evaluator scores.
-     *
-     * @return the compositeScore value.
-     */
-    @Generated
-    public double getCompositeScore() {
-        return this.compositeScore;
-    }
-
-    /**
-     * Get the tokens property: Total tokens consumed during the agent run for this task.
-     *
-     * @return the tokens value.
-     */
-    @Generated
-    public long getTokens() {
-        return this.tokens;
-    }
-
-    /**
-     * Get the durationSeconds property: Wall-clock seconds for this task's agent execution.
-     *
-     * @return the durationSeconds value.
-     */
-    @Generated
-    public Duration getDurationSeconds() {
-        return Duration.ofNanos((long) (this.durationSeconds * 1000_000_000L));
-    }
-
-    /**
-     * Get the passed property: Whether the task met the pass threshold.
-     *
-     * @return the passed value.
-     */
-    @Generated
-    public boolean isPassed() {
-        return this.passed;
-    }
-
-    /**
-     * Get the errorMessage property: Error message if the task failed during execution.
-     *
-     * @return the errorMessage value.
-     */
-    @Generated
-    public String getErrorMessage() {
-        return this.errorMessage;
-    }
-
-    /**
-     * Get the rationales property: Per-evaluator reasoning keyed by evaluator name.
-     *
-     * @return the rationales value.
-     */
-    @Generated
-    public Map<String, String> getRationales() {
-        return this.rationales;
-    }
-
-    /**
-     * Get the response property: Raw agent response text.
-     *
-     * @return the response value.
-     */
-    @Generated
-    public String getResponse() {
-        return this.response;
-    }
-
-    /**
-     * Get the runId property: Identifier of the agent run that produced this result.
-     *
-     * @return the runId value.
-     */
-    @Generated
-    public String getRunId() {
-        return this.runId;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("task_name", this.taskName);
-        jsonWriter.writeMapField("scores", this.scores, (writer, element) -> writer.writeDouble(element));
-        jsonWriter.writeDoubleField("composite_score", this.compositeScore);
-        jsonWriter.writeLongField("tokens", this.tokens);
-        jsonWriter.writeDoubleField("duration_seconds", this.durationSeconds);
-        jsonWriter.writeBooleanField("passed", this.passed);
-        jsonWriter.writeStringField("query", this.query);
-        jsonWriter.writeStringField("error_message", this.errorMessage);
-        jsonWriter.writeMapField("rationales", this.rationales, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeStringField("response", this.response);
-        jsonWriter.writeStringField("run_id", this.runId);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of OptimizationTaskResult from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of OptimizationTaskResult if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the OptimizationTaskResult.
-     */
-    @Generated
-    public static OptimizationTaskResult fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String taskName = null;
-            Map<String, Double> scores = null;
-            double compositeScore = 0.0;
-            long tokens = 0L;
-            Duration durationSeconds = null;
-            boolean passed = false;
-            String query = null;
-            String errorMessage = null;
-            Map<String, String> rationales = null;
-            String response = null;
-            String runId = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("task_name".equals(fieldName)) {
-                    taskName = reader.getString();
-                } else if ("scores".equals(fieldName)) {
-                    scores = reader.readMap(reader1 -> reader1.getDouble());
-                } else if ("composite_score".equals(fieldName)) {
-                    compositeScore = reader.getDouble();
-                } else if ("tokens".equals(fieldName)) {
-                    tokens = reader.getLong();
-                } else if ("duration_seconds".equals(fieldName)) {
-                    durationSeconds = Duration.ofNanos((long) (reader.getDouble() * 1000_000_000L));
-                } else if ("passed".equals(fieldName)) {
-                    passed = reader.getBoolean();
-                } else if ("query".equals(fieldName)) {
-                    query = reader.getString();
-                } else if ("error_message".equals(fieldName)) {
-                    errorMessage = reader.getString();
-                } else if ("rationales".equals(fieldName)) {
-                    rationales = reader.readMap(reader1 -> reader1.getString());
-                } else if ("response".equals(fieldName)) {
-                    response = reader.getString();
-                } else if ("run_id".equals(fieldName)) {
-                    runId = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            OptimizationTaskResult deserializedOptimizationTaskResult
-                = new OptimizationTaskResult(taskName, scores, compositeScore, tokens, durationSeconds, passed);
-            deserializedOptimizationTaskResult.query = query;
-            deserializedOptimizationTaskResult.errorMessage = errorMessage;
-            deserializedOptimizationTaskResult.rationales = rationales;
-            deserializedOptimizationTaskResult.response = response;
-            deserializedOptimizationTaskResult.runId = runId;
-            return deserializedOptimizationTaskResult;
-        });
-    }
-
-    /**
-     * Creates an instance of OptimizationTaskResult class.
-     *
-     * @param taskName the taskName value to set.
-     * @param scores the scores value to set.
-     * @param compositeScore the compositeScore value to set.
-     * @param tokens the tokens value to set.
-     * @param durationSeconds the durationSeconds value to set.
-     * @param passed the passed value to set.
-     */
-    @Generated
-    private OptimizationTaskResult(String taskName, Map<String, Double> scores, double compositeScore, long tokens,
-        Duration durationSeconds, boolean passed) {
-        this.taskName = taskName;
-        this.scores = scores;
-        this.compositeScore = compositeScore;
-        this.tokens = tokens;
-        if (durationSeconds == null) {
-            this.durationSeconds = 0.0;
-        } else {
-            this.durationSeconds = (double) durationSeconds.toNanos() / 1000_000_000L;
-        }
-        this.passed = passed;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
index 243224b111f6..9e4d5b2c8982 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * An OTLP (OpenTelemetry Protocol) telemetry export endpoint.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class OtlpTelemetryEndpoint extends TelemetryEndpoint {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java
deleted file mode 100644
index e5e3fdbcd2a5..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateInput.java
+++ /dev/null
@@ -1,106 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Request body for promoting a candidate to a Foundry agent version.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class PromoteCandidateInput implements JsonSerializable<PromoteCandidateInput> {
-
-    /*
-     * Name of the Foundry agent to promote to.
-     */
-    @Generated
-    private final String agentName;
-
-    /*
-     * Version of the Foundry agent to promote to.
-     */
-    @Generated
-    private final String agentVersion;
-
-    /**
-     * Creates an instance of PromoteCandidateInput class.
-     *
-     * @param agentName the agentName value to set.
-     * @param agentVersion the agentVersion value to set.
-     */
-    @Generated
-    public PromoteCandidateInput(String agentName, String agentVersion) {
-        this.agentName = agentName;
-        this.agentVersion = agentVersion;
-    }
-
-    /**
-     * Get the agentName property: Name of the Foundry agent to promote to.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Version of the Foundry agent to promote to.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of PromoteCandidateInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of PromoteCandidateInput if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the PromoteCandidateInput.
-     */
-    @Generated
-    public static PromoteCandidateInput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String agentName = null;
-            String agentVersion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("agent_name".equals(fieldName)) {
-                    agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    agentVersion = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new PromoteCandidateInput(agentName, agentVersion);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java
deleted file mode 100644
index 8438e73f09c1..000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromoteCandidateResult.java
+++ /dev/null
@@ -1,180 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-
-/**
- * Response after successfully promoting a candidate.
- */
-@Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
-public final class PromoteCandidateResult implements JsonSerializable<PromoteCandidateResult> {
-
-    /*
-     * The promoted candidate id.
-     */
-    @Generated
-    private final String candidateId;
-
-    /*
-     * Status after promotion.
-     */
-    @Generated
-    private final String status;
-
-    /*
-     * Timestamp when promotion occurred, represented in Unix time.
-     */
-    @Generated
-    private final long promotedAt;
-
-    /*
-     * Name of the Foundry agent promoted to.
-     */
-    @Generated
-    private final String agentName;
-
-    /*
-     * Version of the Foundry agent promoted to.
-     */
-    @Generated
-    private final String agentVersion;
-
-    /**
-     * Creates an instance of PromoteCandidateResult class.
-     *
-     * @param candidateId the candidateId value to set.
-     * @param status the status value to set.
-     * @param promotedAt the promotedAt value to set.
-     * @param agentName the agentName value to set.
-     * @param agentVersion the agentVersion value to set.
-     */
-    @Generated
-    private PromoteCandidateResult(String candidateId, String status, OffsetDateTime promotedAt, String agentName,
-        String agentVersion) {
-        this.candidateId = candidateId;
-        this.status = status;
-        if (promotedAt == null) {
-            this.promotedAt = 0L;
-        } else {
-            this.promotedAt = promotedAt.toEpochSecond();
-        }
-        this.agentName = agentName;
-        this.agentVersion = agentVersion;
-    }
-
-    /**
-     * Get the candidateId property: The promoted candidate id.
-     *
-     * @return the candidateId value.
-     */
-    @Generated
-    public String getCandidateId() {
-        return this.candidateId;
-    }
-
-    /**
-     * Get the status property: Status after promotion.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public String getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the promotedAt property: Timestamp when promotion occurred, represented in Unix time.
-     *
-     * @return the promotedAt value.
-     */
-    @Generated
-    public OffsetDateTime getPromotedAt() {
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.promotedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the agentName property: Name of the Foundry agent promoted to.
-     *
-     * @return the agentName value.
-     */
-    @Generated
-    public String getAgentName() {
-        return this.agentName;
-    }
-
-    /**
-     * Get the agentVersion property: Version of the Foundry agent promoted to.
-     *
-     * @return the agentVersion value.
-     */
-    @Generated
-    public String getAgentVersion() {
-        return this.agentVersion;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("candidate_id", this.candidateId);
-        jsonWriter.writeStringField("status", this.status);
-        jsonWriter.writeLongField("promoted_at", this.promotedAt);
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("agent_version", this.agentVersion);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of PromoteCandidateResult from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of PromoteCandidateResult if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the PromoteCandidateResult.
-     */
-    @Generated
-    public static PromoteCandidateResult fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String candidateId = null;
-            String status = null;
-            OffsetDateTime promotedAt = null;
-            String agentName = null;
-            String agentVersion = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("candidate_id".equals(fieldName)) {
-                    candidateId = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = reader.getString();
-                } else if ("promoted_at".equals(fieldName)) {
-                    promotedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
-                } else if ("agent_name".equals(fieldName)) {
-                    agentName = reader.getString();
-                } else if ("agent_version".equals(fieldName)) {
-                    agentVersion = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new PromoteCandidateResult(candidateId, status, promotedAt, agentName, agentVersion);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
index 34b2a5bbf325..3f8c5eec81c7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromotionInfo.java
@@ -19,7 +19,7 @@
  * Promotion metadata recorded when a candidate is deployed to a Foundry agent.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentsOptimization=V1Preview")
+@Beta(warningText = "Preview API. AgentsOptimization=V2Preview")
 public final class PromotionInfo implements JsonSerializable<PromotionInfo> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
index f25947f89900..9cbfd44db485 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java
@@ -21,7 +21,7 @@ public final class ProtocolVersionRecord implements JsonSerializable<ProtocolVer
      * The protocol type.
      */
     @Generated
-    private final AgentProtocol protocol;
+    private final AgentEndpointProtocol protocol;
 
     /*
      * The version string for the protocol, e.g. 'v0.1.1'.
@@ -29,25 +29,13 @@ public final class ProtocolVersionRecord implements JsonSerializable<ProtocolVer
     @Generated
     private final String version;
 
-    /**
-     * Creates an instance of ProtocolVersionRecord class.
-     *
-     * @param protocol the protocol value to set.
-     * @param version the version value to set.
-     */
-    @Generated
-    public ProtocolVersionRecord(AgentProtocol protocol, String version) {
-        this.protocol = protocol;
-        this.version = version;
-    }
-
     /**
      * Get the protocol property: The protocol type.
      *
      * @return the protocol value.
      */
     @Generated
-    public AgentProtocol getProtocol() {
+    public AgentEndpointProtocol getProtocol() {
         return this.protocol;
     }
 
@@ -85,13 +73,13 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static ProtocolVersionRecord fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            AgentProtocol protocol = null;
+            AgentEndpointProtocol protocol = null;
             String version = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("protocol".equals(fieldName)) {
-                    protocol = AgentProtocol.fromString(reader.getString());
+                    protocol = AgentEndpointProtocol.fromString(reader.getString());
                 } else if ("version".equals(fieldName)) {
                     version = reader.getString();
                 } else {
@@ -101,4 +89,16 @@ public static ProtocolVersionRecord fromJson(JsonReader jsonReader) throws IOExc
             return new ProtocolVersionRecord(protocol, version);
         });
     }
+
+    /**
+     * Creates an instance of ProtocolVersionRecord class.
+     *
+     * @param protocol the protocol value to set.
+     * @param version the version value to set.
+     */
+    @Generated
+    public ProtocolVersionRecord(AgentEndpointProtocol protocol, String version) {
+        this.protocol = protocol;
+        this.version = version;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
new file mode 100644
index 000000000000..692f1c0d39a9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java
@@ -0,0 +1,183 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * A built-in tool that schedules the agent to re-invoke itself after a delay.
+ * The model passes a single `minutes` argument (positive integer) when calling
+ * this tool. The service creates a one-shot timer routine that fires after the
+ * specified delay and re-invokes the agent on the same conversation thread.
+ * No pre-created routine is required.
+ */
+@Fluent
+public final class ReminderPreviewTool extends Tool {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.REMINDER_PREVIEW;
+
+    /*
+     * Optional user-defined name for this tool or configuration.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Optional user-defined description for this tool or configuration.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     */
+    @Generated
+    private Map<String, ToolConfig> toolConfigs;
+
+    /**
+     * Creates an instance of ReminderPreviewTool class.
+     */
+    @Generated
+    public ReminderPreviewTool() {
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: Optional user-defined name for this tool or configuration.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Set the name property: Optional user-defined name for this tool or configuration.
+     *
+     * @param name the name value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setName(String name) {
+        this.name = name;
+        return this;
+    }
+
+    /**
+     * Get the description property: Optional user-defined description for this tool or configuration.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: Optional user-defined description for this tool or configuration.
+     *
+     * @param description the description value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     *
+     * @return the toolConfigs value.
+     */
+    @Generated
+    public Map<String, ToolConfig> getToolConfigs() {
+        return this.toolConfigs;
+    }
+
+    /**
+     * Set the toolConfigs property: Per-tool configuration map. Keys are tool names or `*` (catch-all default).
+     * Resolution order: exact tool name match takes priority over `*`.
+     * Unknown tool names are silently ignored at runtime.
+     *
+     * @param toolConfigs the toolConfigs value to set.
+     * @return the ReminderPreviewTool object itself.
+     */
+    @Generated
+    public ReminderPreviewTool setToolConfigs(Map<String, ToolConfig> toolConfigs) {
+        this.toolConfigs = toolConfigs;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of ReminderPreviewTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of ReminderPreviewTool if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IOException If an error occurs while reading the ReminderPreviewTool.
+     */
+    @Generated
+    public static ReminderPreviewTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ReminderPreviewTool deserializedReminderPreviewTool = new ReminderPreviewTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedReminderPreviewTool.type = ToolType.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    deserializedReminderPreviewTool.name = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    deserializedReminderPreviewTool.description = reader.getString();
+                } else if ("tool_configs".equals(fieldName)) {
+                    Map<String, ToolConfig> toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
+                    deserializedReminderPreviewTool.toolConfigs = toolConfigs;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedReminderPreviewTool;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
index b4ca90317939..1825c035b28c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEvent.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -34,7 +33,6 @@
  * ```.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class SessionLogEvent implements JsonSerializable<SessionLogEvent> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
index 1316d13099b3..ea640393dff8 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionLogEventType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -12,7 +11,6 @@
  * Known SSE event types emitted by the hosted agent session log stream.
  * Additional event types may be introduced in future versions.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class SessionLogEventType extends ExpandableStringEnum<SessionLogEventType> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
index 7ac51c85d090..1be6ae6ad382 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryConfig.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * Customer-supplied telemetry configuration for exporting container logs, traces, and metrics.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryConfig implements JsonSerializable<TelemetryConfig> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
index 9649f6df932f..e42b9c927d9c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of telemetry data to export.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryDataKind extends ExpandableStringEnum<TelemetryDataKind> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
index ece9e93a4438..cddb20a8caa4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -17,7 +16,6 @@
  * A telemetry export endpoint configuration.
  */
 @Fluent
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public class TelemetryEndpoint implements JsonSerializable<TelemetryEndpoint> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
index 605192e0d59c..aaa2802ebaf3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Authentication configuration for a telemetry endpoint.
  */
 @Immutable
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public class TelemetryEndpointAuth implements JsonSerializable<TelemetryEndpointAuth> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
index 5486749c56ed..01e610a655eb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of authentication for a telemetry endpoint.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryEndpointAuthType extends ExpandableStringEnum<TelemetryEndpointAuthType> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
index b0364f28ddbb..aa77cc337cf4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The kind of telemetry export endpoint.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryEndpointKind extends ExpandableStringEnum<TelemetryEndpointKind> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
index 8468a84947bc..2e0365a22fa3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The transport protocol for telemetry export.
  */
-@Beta(warningText = "Preview API. HostedAgents=V1Preview")
 public final class TelemetryTransportProtocol extends ExpandableStringEnum<TelemetryTransportProtocol> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index b469a3d207bf..29fb7f7aa387 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -105,6 +105,8 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                     return MemorySearchPreviewTool.fromJson(readerToUse.reset());
                 } else if ("toolbox_search_preview".equals(discriminatorValue)) {
                     return ToolboxSearchPreviewTool.fromJson(readerToUse.reset());
+                } else if ("reminder_preview".equals(discriminatorValue)) {
+                    return ReminderPreviewTool.fromJson(readerToUse.reset());
                 } else if ("code_interpreter".equals(discriminatorValue)) {
                     return CodeInterpreterTool.fromJson(readerToUse.reset());
                 } else if ("function".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 03a09dcefc94..e5958b235baf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -216,4 +216,10 @@ public static Collection<ToolType> values() {
      */
     @Generated
     public static final ToolType TOOL_SEARCH = fromString("tool_search");
+
+    /**
+     * Static value reminder_preview for ToolType.
+     */
+    @Generated
+    public static final ToolType REMINDER_PREVIEW = fromString("reminder_preview");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
index 4bbd10a6c078..a468fd144aad 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicator.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -16,7 +15,6 @@
  * Version indicator determining which agent version backs the session.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class VersionIndicator implements JsonSerializable<VersionIndicator> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
index 719b02777d70..30b092230916 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * The type of version indicator used to determine the agent version backing a session.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionIndicatorType extends ExpandableStringEnum<VersionIndicatorType> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
index 35ae27020a5a..0d99c62718be 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
@@ -15,7 +14,6 @@
  * Version indicator that references a specific agent version by name.
  */
 @Immutable
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionRefIndicator extends VersionIndicator {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
index 4cc6a46509ed..681009fb51f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -19,7 +18,6 @@
  * The VersionSelectionRule model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public class VersionSelectionRule implements JsonSerializable<VersionSelectionRule> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
index 5c7e19faedb1..8d85e6e94940 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelector.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.JsonMergePatchHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
@@ -20,7 +19,6 @@
  * The VersionSelector model.
  */
 @Fluent
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionSelector implements JsonSerializable<VersionSelector> {
 
     /*
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
index 831798b6e6fc..3c6830203628 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VersionSelectorType.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
-import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.ExpandableStringEnum;
 import java.util.Collection;
@@ -11,7 +10,6 @@
 /**
  * Defines values for VersionSelectorType.
  */
-@Beta(warningText = "Preview API. AgentEndpoints=V1Preview")
 public final class VersionSelectorType extends ExpandableStringEnum<VersionSelectorType> {
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 241587ad6ee6..bce7d0996865 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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nts/models/ContainerAutoParameter.java","src/main/java/com/azure/ai/agents/models/ContainerConfiguration.java","src/main/java/com/azure/ai/agents/models/ContainerMemoryLimit.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyAllowlistParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyDisabledParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyDomainSecretParameter.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyParamType.java","src/main/java/com/azure/ai/agents/models/ContainerNetworkPolicyParameter.java","src/main/java/com/azure/ai/agents/models/ContainerSkill.java","src/main/java/com/azure/ai/agents/models/ContainerSkillType.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeContent.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionFromCodeMetadata.java","src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java","src/main/java/com/azure/ai/agents/models/CustomGrammarFormatParameter.java","src/main/java/com/azure/ai/agents/models/CustomTextFormatParameter.java","src/main/java/com/azure/ai/agents/models/CustomToolParamFormat.java","src/main/java/com/azure/ai/agents/models/CustomToolParamFormatType.java","src/main/java/com/azure/ai/agents/models/CustomToolParameter.java","src/main/java/com/azure/ai/agents/models/EmptyModelParam.java","src/main/java/com/azure/ai/agents/models/EntraAuthorizationScheme.java","src/main/java/com/azure/ai/agents/models/EntraIsolationKeySource.java","src/main/java/com/azure/ai/agents/models/EvaluationLevel.java","src/main/java/com/azure/ai/agents/models/ExternalAgentDefinition.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolCall.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolCallOutput.java","src/main/java/com/azure/ai/agents/models/FabricDataAgentToolParameters.java","src/main/java/com/azure/ai/agents/models/FabricIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/FileSearchTool.java","src/main/java/com/azure/ai/agents/models/FixedRatioVersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParamEnvironment.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParamEnvironmentType.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameter.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameterEnvironmentContainerReferenceParameter.java","src/main/java/com/azure/ai/agents/models/FunctionShellToolParameterEnvironmentLocalEnvironmentParameter.java","src/main/java/com/azure/ai/agents/models/FunctionTool.java","src/main/java/com/azure/ai/agents/models/FunctionToolParam.java","src/main/java/com/azure/ai/agents/models/GrammarSyntax.java","src/main/java/com/azure/ai/agents/models/HeaderIsolationKeySource.java","src/main/java/com/azure/ai/agents/models/HeaderTelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java","src/main/java/com/azure/ai/agents/models/HybridSearchOptions.java","src/main/java/com/azure/ai/agents/models/ImageGenActionEnum.java","src/main/java/com/azure/ai/agents/models/ImageGenTool.java","src/main/java/com/azure/ai/agents/models/ImageGenToolBackground.java","src/main/java/com/azure/ai/agents/models/ImageGenToolInputImageMask.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModel.java","src/main/java/com/azure/ai/agents/models/ImageGenToolModeration.java","src/main/java/com/azure/ai/agents/models/ImageGenToolOutputFormat.java","src/main/java/com/azure/ai/agents/models/ImageGenToolQuality.java","src/main/java/com/azure/ai/agents/models/ImageGenToolSize.java","src/main/java/com/azure/ai/agents/models/IncludeEnum.java","src/main/java/com/azure/ai/agents/models/InlineSkillParameter.java","src/main/java/com/azure/ai/agents/models/InlineSkillSourceParameter.java","src/main/java/com/azure/ai/agents/models/InputFidelity.java","src/main/java/com/azure/ai/agents/models/IsolationKeySource.java","src/main/java/com/azure/ai/agents/models/IsolationKeySourceKind.java","src/main/java/com/azure/ai/agents/models/JobStatus.java","src/main/java/com/azure/ai/agents/models/ListMemoriesOptions.java","src/main/java/com/azure/ai/agents/models/LocalShellToolParameter.java","src/main/java/com/azure/ai/agents/models/LocalSkillParameter.java","src/main/java/com/azure/ai/agents/models/ManagedAgentIdentityBlueprintReference.java","src/main/java/com/azure/ai/agents/models/McpTool.java","src/main/java/com/azure/ai/agents/models/McpToolConnectorId.java","src/main/java/com/azure/ai/agents/models/McpToolFilter.java","src/main/java/com/azure/ai/agents/models/McpToolRequireApproval.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryCommandToolCallOutput.java","src/main/java/com/azure/ai/agents/models/MemoryItem.java","src/main/java/com/azure/ai/agents/models/MemoryItemKind.java","src/main/java/com/azure/ai/agents/models/MemoryOperation.java","src/main/java/com/azure/ai/agents/models/MemoryOperationKind.java","src/main/java/com/azure/ai/agents/models/MemorySearchItem.java","src/main/java/com/azure/ai/agents/models/MemorySearchOptions.java","src/main/java/com/azure/ai/agents/models/MemorySearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/MemorySearchToolCall.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefaultOptions.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDefinition.java","src/main/java/com/azure/ai/agents/models/MemoryStoreDetails.java","src/main/java/com/azure/ai/agents/models/MemoryStoreKind.java","src/main/java/com/azure/ai/agents/models/MemoryStoreObjectType.java","src/main/java/com/azure/ai/agents/models/MemoryStoreOperationUsage.java","src/main/java/com/azure/ai/agents/models/MemoryStoreSearchResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateCompletedResult.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateResponse.java","src/main/java/com/azure/ai/agents/models/MemoryStoreUpdateStatus.java","src/main/java/com/azure/ai/agents/models/MicrosoftFabricPreviewTool.java","src/main/java/com/azure/ai/agents/models/NamespaceToolParam.java","src/main/java/com/azure/ai/agents/models/OpenApiAnonymousAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiAuthType.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinition.java","src/main/java/com/azure/ai/agents/models/OpenApiFunctionDefinitionFunction.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiManagedSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionAuthDetails.java","src/main/java/com/azure/ai/agents/models/OpenApiProjectConnectionSecurityScheme.java","src/main/java/com/azure/ai/agents/models/OpenApiTool.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCall.java","src/main/java/com/azure/ai/agents/models/OpenApiToolCallOutput.java","src/main/java/com/azure/ai/agents/models/OptimizationAgentIdentifier.java","src/main/java/com/azure/ai/agents/models/OptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetCriterion.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetInputType.java","src/main/java/com/azure/ai/agents/models/OptimizationDatasetItem.java","src/main/java/com/azure/ai/agents/models/OptimizationEvaluatorRef.java","src/main/java/com/azure/ai/agents/models/OptimizationInlineDatasetInput.java","src/main/java/com/azure/ai/agents/models/OptimizationJob.java","src/main/java/com/azure/ai/agents/models/OptimizationJobInputs.java","src/main/java/com/azure/ai/agents/models/OptimizationJobListItem.java","src/main/java/com/azure/ai/agents/models/OptimizationJobProgress.java","src/main/java/com/azure/ai/agents/models/OptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/OptimizationOptions.java","src/main/java/com/azure/ai/agents/models/OptimizationReferenceDatasetInput.java","src/main/java/com/azure/ai/agents/models/OtlpTelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/PageOrder.java","src/main/java/com/azure/ai/agents/models/ProceduralMemoryItem.java","src/main/java/com/azure/ai/agents/models/PromotionInfo.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java","src/main/java/com/azure/ai/agents/models/PromptAgentDefinitionTextOptions.java","src/main/java/com/azure/ai/agents/models/ProtocolVersionRecord.java","src/main/java/com/azure/ai/agents/models/RaiConfig.java","src/main/java/com/azure/ai/agents/models/RankerVersionType.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/ReminderPreviewTool.java","src/main/java/com/azure/ai/agents/models/ResponseFormatJsonSchemaInner.java","src/main/java/com/azure/ai/agents/models/ResponseUsageInputTokensDetails.java","src/main/java/com/azure/ai/agents/models/ResponseUsageOutputTokensDetails.java","src/main/java/com/azure/ai/agents/models/SearchContentType.java","src/main/java/com/azure/ai/agents/models/SearchContextSize.java","src/main/java/com/azure/ai/agents/models/SessionDirectoryEntry.java","src/main/java/com/azure/ai/agents/models/SessionFileWriteResult.java","src/main/java/com/azure/ai/agents/models/SessionLogEvent.java","src/main/java/com/azure/ai/agents/models/SessionLogEventType.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCall.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolCallOutput.java","src/main/java/com/azure/ai/agents/models/SharepointGroundingToolParameters.java","src/main/java/com/azure/ai/agents/models/SharepointPreviewTool.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolParam.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
index b29c12f7951c..14542ed8ad31 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
@@ -31,12 +31,10 @@ public void readmeSamples() {
         AgentsClientBuilder builder = new AgentsClientBuilder();
 
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         ResponsesClient responsesClient = builder.buildResponsesClient();
         ConversationService conversationsClient = builder.buildOpenAIClient().conversations();
 
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         String agentName = "my-agent";
         String agentVersion = "0.1.0";
@@ -92,7 +90,7 @@ public void readmeSamples() {
         // END: com.azure.ai.agents.openai_official_library
 
         // BEGIN: com.azure.ai.agents.session_logs_async
-        betaAgentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
+        agentsAsyncClient.getSessionLogStream(agentName, agentVersion, sessionId)
             .take(100)
             .doOnNext(event -> System.out.printf("[%s] %s%n", event.getEvent(), event.getData()))
             .blockLast();
@@ -100,7 +98,7 @@ public void readmeSamples() {
 
         // BEGIN: com.azure.ai.agents.session_logs_sync
         IterableStream<SessionLogEvent> sessionLogs =
-            betaAgentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
+            agentsClient.getSessionLogStream(agentName, agentVersion, sessionId);
 
         int logsRead = 0;
         for (SessionLogEvent event : sessionLogs) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
index 1663774499bc..beb7c4a41f75 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -46,11 +45,10 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         AtomicReference<HostedAgentSessionResources> resourcesRef = new AtomicReference<>();
 
         Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient,
-            betaAgentsAsyncClient, agentName, image)
+            agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
 
@@ -62,7 +60,7 @@ public static void main(String[] args) {
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
-                return betaAgentsAsyncClient.updateAgentDetails(agentName,
+                return agentsAsyncClient.updateAgentDetails(agentName,
                     new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig))
                     .doOnNext(updated -> System.out.printf("Agent endpoint configured for agent: %s%n",
                         updated.getName()))
@@ -76,10 +74,10 @@ public static void main(String[] args) {
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient,
                 agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient,
                 agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
index c1e56d4680ff..35d0ecc37bd2 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/AgentEndpointSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -44,11 +43,10 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
 
             AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
@@ -56,7 +54,7 @@ public static void main(String[] args) {
                         .setAgentVersion(resources.getAgent().getVersion()))))
                 .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-            betaAgentsClient.updateAgentDetails(agentName,
+            agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
             System.out.printf("Agent endpoint configured for agent: %s%n", agentName);
 
@@ -69,7 +67,7 @@ public static void main(String[] args) {
 
             HostedAgentsSampleUtils.printResponseOutput(response);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
index 0df9df114114..e264942b527e 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.util.BinaryData;
@@ -33,7 +32,6 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         Mono<Void> workflow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
@@ -43,7 +41,7 @@ public static void main(String[] args) {
 
                 // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode_initial
 
-                return betaAgentsAsyncClient.createAgentVersionFromCode(
+                return agentsAsyncClient.createAgentVersionFromCode(
                     agentName,
                     codeZipSha256,
                     CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip))
@@ -56,14 +54,14 @@ public static void main(String[] args) {
 
                     // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
-                    .then(betaAgentsAsyncClient.downloadAgentCode(agentName, null))
+                    .then(agentsAsyncClient.downloadAgentCode(agentName, null))
                     .flatMap(downloadedCode -> writeDownloadedCode(agentName, downloadedCode))
 
                     // END: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.downloadAgentCode
 
                     // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentAsyncSample.createAgentVersionFromCode
 
-                    .then(betaAgentsAsyncClient.createAgentVersionFromCode(
+                    .then(agentsAsyncClient.createAgentVersionFromCode(
                         agentName,
                         codeZipSha256,
                         CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
index 89ba5e8670d1..ee3ad2a8252d 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/CodeAgentSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.CodeAgentSampleUtils;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.core.exception.ResourceNotFoundException;
@@ -32,7 +31,6 @@ public static void main(String[] args) throws IOException {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         try {
             agentsClient.deleteAgent(agentName);
@@ -46,7 +44,7 @@ public static void main(String[] args) throws IOException {
             BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
             String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
-            AgentVersionDetails version = betaAgentsClient.createAgentVersionFromCode(
+            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
@@ -58,7 +56,7 @@ public static void main(String[] args) throws IOException {
 
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.downloadAgentCode
 
-            BinaryData downloadedCode = betaAgentsClient.downloadAgentCode(agentName, null);
+            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
             Path downloadPath = Files.createTempFile(agentName + "-", ".zip");
             Files.write(downloadPath, downloadedCode.toBytes());
             System.out.println("Downloaded code package path: " + downloadPath);
@@ -67,7 +65,7 @@ public static void main(String[] args) throws IOException {
 
             // BEGIN: com.azure.ai.agents.hostedagents.CodeAgentSample.createAgentVersionFromCode
 
-            AgentVersionDetails newVersion = betaAgentsClient.createAgentVersionFromCode(
+            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(
                 agentName,
                 codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
index f9a55c1a9261..54f11e0df944 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesAsyncSample.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
@@ -42,29 +41,28 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         AtomicReference<HostedAgentSessionResources> resourcesRef = new AtomicReference<>();
 
-        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
                 String sessionId = resources.getSession().getAgentSessionId();
 
-                return betaAgentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+                return agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                     BinaryData.fromString("Sample session file 1."), null)
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
-                    .then(betaAgentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+                    .then(agentsAsyncClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                         BinaryData.fromString("Sample session file 2."), null))
                     .doOnNext(response -> System.out.printf("Uploaded session file: %s%n", response.getPath()))
                     .then(Mono.defer(() -> {
                         System.out.println("Listing session files for the session at path '/remote'...");
-                        return betaAgentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)
+                        return agentsAsyncClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)
                             .doOnNext(entry -> System.out.printf("  - name=%s, size=%d, isDirectory=%s%n",
                                 entry.getName(), entry.getSize(), entry.isDirectory()))
                             .then();
                     }))
-                    .then(betaAgentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null))
+                    .then(agentsAsyncClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null))
                     .doOnNext(downloaded -> {
                         System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
                         String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
@@ -72,18 +70,18 @@ public static void main(String[] args) {
                     })
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-                        return betaAgentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
                     }))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-                        return betaAgentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+                        return agentsAsyncClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
                     }));
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
index ade914d55a42..ecf56556697f 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionFilesSample.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
@@ -40,39 +39,38 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             String sessionId = resources.getSession().getAgentSessionId();
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                 BinaryData.fromString("Sample session file 1."), null);
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_1);
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                 BinaryData.fromString("Sample session file 2."), null);
             System.out.printf("Uploaded session file: %s%n", REMOTE_FILE_PATH_2);
 
             System.out.println("Listing session files for the session at path '/remote'...");
-            for (SessionDirectoryEntry entry : betaAgentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)) {
+            for (SessionDirectoryEntry entry : agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null)) {
                 System.out.printf("  - name=%s, size=%d, isDirectory=%s%n", entry.getName(), entry.getSize(),
                     entry.isDirectory());
             }
 
             System.out.printf("Downloading and printing content from '%s'%n", REMOTE_FILE_PATH_1);
-            BinaryData downloaded = betaAgentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             System.out.printf("Session file content (%s):%n%s%n", REMOTE_FILE_PATH_1, fileContent);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_1);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
 
             System.out.printf("Deleting session file at path: %s...%n", REMOTE_FILE_PATH_2);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
index 3861c62b6275..b6296d9ea899 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -48,10 +47,9 @@ public static void main(String[] args) {
             .endpoint(endpoint);
 
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         AtomicReference<HostedAgentSessionResources> resourcesRef = new AtomicReference<>();
 
-        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
 
@@ -63,7 +61,7 @@ public static void main(String[] args) {
 
                 OpenAIClientAsync openAIAsyncClient = builder.buildAgentScopedOpenAIAsyncClient(agentName);
 
-                return betaAgentsAsyncClient.updateAgentDetails(agentName,
+                return agentsAsyncClient.updateAgentDetails(agentName,
                     new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig))
                     .doOnNext(updated -> System.out.printf("Agent endpoint configured for agent: %s%n",
                         updated.getName()))
@@ -73,7 +71,7 @@ public static void main(String[] args) {
                             JsonValue.from(resources.getSession().getAgentSessionId()))
                         .build())))
                     .doOnNext(HostedAgentsSampleUtils::printResponseOutput)
-                    .then(betaAgentsAsyncClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
+                    .then(agentsAsyncClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
                         resources.getSession().getAgentSessionId(), new RequestOptions()))
                     .flatMap(response -> Mono.fromRunnable(() -> {
                         try {
@@ -87,9 +85,9 @@ public static void main(String[] args) {
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
index eeea51872c3b..29a0e4997376 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionLogStreamSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentEndpointConfig;
@@ -47,11 +46,10 @@ public static void main(String[] args) throws IOException {
             .endpoint(endpoint);
 
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
 
             AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
                 .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
@@ -59,7 +57,7 @@ public static void main(String[] args) throws IOException {
                         .setAgentVersion(resources.getAgent().getVersion()))))
                 .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-            betaAgentsClient.updateAgentDetails(agentName,
+            agentsClient.updateAgentDetails(agentName,
                 new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
             System.out.printf("Agent endpoint configured for agent: %s%n", agentName);
 
@@ -73,11 +71,11 @@ public static void main(String[] args) throws IOException {
             HostedAgentsSampleUtils.printResponseOutput(openAIResponse);
 
             System.out.println("Streaming session logs...");
-            Response<BinaryData> rawStream = betaAgentsClient.getSessionLogStreamWithResponse(agentName,
+            Response<BinaryData> rawStream = agentsClient.getSessionLogStreamWithResponse(agentName,
                 resources.getAgent().getVersion(), resources.getSession().getAgentSessionId(), new RequestOptions());
             HostedAgentsSampleUtils.printSseFrames(rawStream.getValue(), 30);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
index 852e0a6b2f42..833c2cce1a32 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsAsyncSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentSessionResource;
@@ -37,34 +36,33 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsAsyncClient agentsAsyncClient = builder.allowPreview(true).buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
 
         AtomicReference<HostedAgentSessionResources> resourcesRef = new AtomicReference<>();
 
-        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName, image)
+        Mono<Void> workflow = HostedAgentsSampleUtils.createAgentAndSessionAsync(agentsAsyncClient, agentName, image)
             .flatMap(resources -> {
                 resourcesRef.set(resources);
                 AgentSessionResource session = resources.getSession();
 
-                return betaAgentsAsyncClient.getSession(agentName, session.getAgentSessionId(), null)
+                return agentsAsyncClient.getSession(agentName, session.getAgentSessionId(), null)
                     .doOnNext(fetched -> System.out.printf("Retrieved session (id: %s, status: %s)%n",
                         fetched.getAgentSessionId(), fetched.getStatus()))
-                    .thenMany(betaAgentsAsyncClient.listSessions(agentName, null, null, null, null, null)
+                    .thenMany(agentsAsyncClient.listSessions(agentName, null, null, null, null, null)
                         .doOnSubscribe(unused -> System.out.println("Listing sessions for the agent..."))
                         .doOnNext(item -> System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(),
                             item.getStatus())))
                     .then(Mono.defer(() -> {
                         System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-                        return betaAgentsAsyncClient.deleteSession(agentName, session.getAgentSessionId(), null)
+                        return agentsAsyncClient.deleteSession(agentName, session.getAgentSessionId(), null)
                             .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n",
                                 session.getAgentSessionId()));
                     }));
             });
 
         workflow
-            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .onErrorResume(error -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get()).then(Mono.error(error)))
-            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, betaAgentsAsyncClient, agentName,
+            .then(Mono.defer(() -> HostedAgentsSampleUtils.cleanupAsync(agentsAsyncClient, agentName,
                 resourcesRef.get())))
             .timeout(Duration.ofMinutes(15))
             .block();
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
index 0742a96bebb8..53def9b52375 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/SessionsSample.java
@@ -5,7 +5,6 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils;
 import com.azure.ai.agents.hostedagents.utils.HostedAgentsSampleUtils.HostedAgentSessionResources;
 import com.azure.ai.agents.models.AgentSessionResource;
@@ -34,28 +33,27 @@ public static void main(String[] args) {
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint);
         AgentsClient agentsClient = builder.allowPreview(true).buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = betaAgentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
             System.out.printf("Retrieved session (id: %s, status: %s)%n", fetched.getAgentSessionId(),
                 fetched.getStatus());
 
             System.out.println("Listing sessions for the agent...");
-            PagedIterable<AgentSessionResource> sessions = betaAgentsClient.listSessions(agentName, null, null, null, null, null);
+            PagedIterable<AgentSessionResource> sessions = agentsClient.listSessions(agentName, null, null, null, null, null);
             for (AgentSessionResource item : sessions) {
                 System.out.printf("  - %s (status: %s)%n", item.getAgentSessionId(), item.getStatus());
             }
 
             System.out.printf("Deleting session with id: %s...%n", session.getAgentSessionId());
-            betaAgentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+            agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
             System.out.printf("Session with id: %s deleted.%n", session.getAgentSessionId());
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
index f2074f97ddf7..b99df6dfd44f 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/CodeAgentSampleUtils.java
@@ -3,7 +3,7 @@
 
 package com.azure.ai.agents.hostedagents.utils;
 
-import com.azure.ai.agents.models.AgentProtocol;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.CodeConfiguration;
 import com.azure.ai.agents.models.CodeDependencyResolution;
@@ -86,7 +86,7 @@ private static HostedAgentDefinition createHostedAgentDefinition() {
                 Arrays.asList("python", "main.py"),
                 CodeDependencyResolution.REMOTE_BUILD))
             .setProtocolVersions(Collections.singletonList(
-                new ProtocolVersionRecord(AgentProtocol.RESPONSES, "1.0.0")));
+                new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
     private static CodeFileDetails createCodeFileDetails(BinaryData codeZip) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
index 2e5ae853730f..efe97c4a1be5 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/hostedagents/utils/HostedAgentsSampleUtils.java
@@ -5,9 +5,7 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsClient;
-import com.azure.ai.agents.models.AgentProtocol;
+import com.azure.ai.agents.models.AgentEndpointProtocol;
 import com.azure.ai.agents.models.AgentSessionResource;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.AgentVersionStatus;
@@ -52,11 +50,11 @@ private HostedAgentsSampleUtils() {
     }
 
     public static HostedAgentSessionResources createAgentAndSession(AgentsClient agentsClient,
-        BetaAgentsClient betaAgentsClient, String agentName, String image) {
+        String agentName, String image) {
         AgentVersionDetails agent = createHostedAgentVersion(agentsClient, agentName, image);
         waitForAgentVersionActive(agentsClient, agentName, agent.getVersion());
 
-        AgentSessionResource session = betaAgentsClient.createSessionWithResponse(agentName,
+        AgentSessionResource session = agentsClient.createSessionWithResponse(agentName,
             BinaryData.fromObject(createSessionRequest(agent.getVersion())), new RequestOptions()).getValue()
             .toObject(AgentSessionResource.class);
         System.out.printf("Session created (id: %s, status: %s)%n", session.getAgentSessionId(), session.getStatus());
@@ -65,10 +63,10 @@ public static HostedAgentSessionResources createAgentAndSession(AgentsClient age
     }
 
     public static Mono<HostedAgentSessionResources> createAgentAndSessionAsync(AgentsAsyncClient agentsAsyncClient,
-        BetaAgentsAsyncClient betaAgentsAsyncClient, String agentName, String image) {
+        String agentName, String image) {
         return createHostedAgentVersionAsync(agentsAsyncClient, agentName, image)
             .flatMap(agent -> waitForAgentVersionActiveAsync(agentsAsyncClient, agentName, agent.getVersion())
-                .then(betaAgentsAsyncClient.createSessionWithResponse(agentName,
+                .then(agentsAsyncClient.createSessionWithResponse(agentName,
                     BinaryData.fromObject(createSessionRequest(agent.getVersion())), new RequestOptions())
                     .map(response -> response.getValue().toObject(AgentSessionResource.class)))
                 .map(session -> {
@@ -78,7 +76,7 @@ public static Mono<HostedAgentSessionResources> createAgentAndSessionAsync(Agent
                 }));
     }
 
-    public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgentsClient, String agentName,
+    public static void cleanup(AgentsClient agentsClient, String agentName,
         HostedAgentSessionResources resources) {
         if (resources == null) {
             return;
@@ -86,7 +84,7 @@ public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgent
 
         if (resources.getSession() != null) {
             try {
-                betaAgentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, resources.getSession().getAgentSessionId(), null);
                 System.out.printf("Session with id: %s deleted.%n", resources.getSession().getAgentSessionId());
             } catch (ResourceNotFoundException ignored) {
                 // The sample may have already deleted the session.
@@ -103,7 +101,7 @@ public static void cleanup(AgentsClient agentsClient, BetaAgentsClient betaAgent
         }
     }
 
-    public static Mono<Void> cleanupAsync(AgentsAsyncClient agentsAsyncClient, BetaAgentsAsyncClient betaAgentsAsyncClient,
+    public static Mono<Void> cleanupAsync(AgentsAsyncClient agentsAsyncClient,
         String agentName, HostedAgentSessionResources resources) {
         if (resources == null) {
             return Mono.empty();
@@ -112,7 +110,7 @@ public static Mono<Void> cleanupAsync(AgentsAsyncClient agentsAsyncClient, BetaA
         Mono<Void> deleteSession = Mono.empty();
         if (resources.getSession() != null) {
             String sessionId = resources.getSession().getAgentSessionId();
-            deleteSession = betaAgentsAsyncClient.deleteSession(agentName, sessionId, null)
+            deleteSession = agentsAsyncClient.deleteSession(agentName, sessionId, null)
                 .doOnSuccess(unused -> System.out.printf("Session with id: %s deleted.%n", sessionId))
                 .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty());
         }
@@ -213,7 +211,7 @@ private static HostedAgentDefinition createHostedAgentDefinition(String image) {
         return new HostedAgentDefinition("0.5", "1Gi")
             .setContainerConfiguration(new ContainerConfiguration(image))
             .setProtocolVersions(Collections.singletonList(
-                new ProtocolVersionRecord(AgentProtocol.RESPONSES, "1.0.0")));
+                new ProtocolVersionRecord(AgentEndpointProtocol.RESPONSES, "1.0.0")));
     }
 
     private static void waitForAgentVersionActive(AgentsClient agentsClient, String agentName, String agentVersion) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
index 82acf26184f1..e516aec6e2df 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/CreateToolboxVersion.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -15,7 +15,7 @@
 import java.util.List;
 
 /**
- * This sample demonstrates how to create a toolbox version using the BetaToolboxesClient.
+ * This sample demonstrates how to create a toolbox version using the ToolboxesClient.
  *
  * <p>A toolbox stores reusable tool definitions that can be shared across agents.
  * Each call to {@code createToolboxVersion} creates a new immutable version. If the
@@ -30,10 +30,10 @@ public class CreateToolboxVersion {
     public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         // Code sample for creating a toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         List<Tool> tools = Arrays.asList(
                 new McpTool("api_specs")
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
index becb56ef838f..a6a798e90511 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to delete a toolbox and all its versions using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * <p>The {@code deleteToolbox} method removes the toolbox and every version
  * associated with it.</p>
@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for deleting a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         toolboxesClient.deleteToolbox(toolboxName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
index 7fc90828cc59..d777ab2c12a9 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/DeleteToolboxVersion.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to delete a specific version of a toolbox using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * <p>The {@code deleteToolboxVersion} method removes only the specified version,
  * leaving other versions and the toolbox itself intact.</p>
@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String toolboxName = "toolbox_created_from_java";
         String version = "1"; // Replace with the version to delete
         // Code sample for deleting a specific toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         toolboxesClient.deleteToolboxVersion(toolboxName, version);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
index 044fc26637fa..b1c260bc1b36 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to retrieve a toolbox using the BetaToolboxesClient.
+ * This sample demonstrates how to retrieve a toolbox using the ToolboxesClient.
  *
  * <p>The {@code getToolbox} method returns the toolbox metadata including its name,
  * ID, and default version.</p>
@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for retrieving a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxDetails toolbox = toolboxesClient.getToolbox(toolboxName);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
index 7e98bc23a3bf..e66037b156b1 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/GetToolboxVersion.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -13,7 +13,7 @@
 
 /**
  * This sample demonstrates how to retrieve a specific version of a toolbox
- * using the BetaToolboxesClient.
+ * using the ToolboxesClient.
  *
  * <p>The {@code getToolboxVersion} method returns the full version details
  * including the list of tools, description, metadata, and creation timestamp.</p>
@@ -29,10 +29,10 @@ public static void main(String[] args) {
         String toolboxName = "toolbox_created_from_java";
         String version = "1"; // Replace with the desired version
         // Code sample for retrieving a specific toolbox version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxVersionDetails toolboxVersion = toolboxesClient.getToolboxVersion(toolboxName, version);
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
index f3d0e62522e7..978d13b12d62 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxVersions.java
@@ -4,14 +4,14 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
  * This sample demonstrates how to list all versions of a toolbox using the
- * BetaToolboxesClient.
+ * ToolboxesClient.
  *
  * <p>The {@code listToolboxVersions} method returns a paginated list of all
  * immutable versions that have been created for a given toolbox.</p>
@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for listing all versions of a toolbox
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         System.out.println("Listing all versions of toolbox '" + toolboxName + "':");
         for (ToolboxVersionDetails version : toolboxesClient.listToolboxVersions(toolboxName)) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
index eab23211fb08..2d8e9f5ea43b 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ListToolboxes.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to list all toolboxes using the BetaToolboxesClient.
+ * This sample demonstrates how to list all toolboxes using the ToolboxesClient.
  *
  * <p>The {@code listToolboxes} method returns a paginated list of all toolboxes
  * in the project.</p>
@@ -24,10 +24,10 @@ public class ListToolboxes {
     public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         // Code sample for listing all toolboxes
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         System.out.println("Listing all toolboxes:");
         for (ToolboxDetails toolbox : toolboxesClient.listToolboxes()) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
index 28caaf66ad4b..778e883120cf 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxSearchToolboxSample.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxSearchPreviewTool;
 import com.azure.ai.agents.models.ToolboxVersionDetails;
@@ -25,10 +25,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox-search-tool-java";
 
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint)
-            .beta().buildBetaToolboxesClient();
+            .buildToolboxesClient();
 
         try {
             toolboxesClient.deleteToolbox(toolboxName);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
index 835b9b57c58f..5e48d20f91cd 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/ToolboxesAsyncSample.java
@@ -4,7 +4,7 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesAsyncClient;
+import com.azure.ai.agents.ToolboxesAsyncClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolboxDetails;
@@ -35,10 +35,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox-with-mcp-tool-java";
 
-        BetaToolboxesAsyncClient toolboxesAsyncClient = new AgentsClientBuilder()
+        ToolboxesAsyncClient toolboxesAsyncClient = new AgentsClientBuilder()
             .credential(new DefaultAzureCredentialBuilder().build())
             .endpoint(endpoint)
-            .beta().buildBetaToolboxesAsyncClient();
+            .buildToolboxesAsyncClient();
 
         List<Tool> toolsWithMcpApprovalNever = Collections.singletonList(
             new McpTool("api_specs")
@@ -82,7 +82,7 @@ public static void main(String[] args) {
     }
 
     private static Mono<ToolboxVersionDetails> printFetchedDefaultToolboxVersion(
-        BetaToolboxesAsyncClient toolboxesAsyncClient, ToolboxDetails updated) {
+        ToolboxesAsyncClient toolboxesAsyncClient, ToolboxDetails updated) {
         System.out.printf("Updated toolbox: %s default version is now %s%n", updated.getName(),
             updated.getDefaultVersion());
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
index 85e11285eee9..2bcdfc716307 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/toolboxes/UpdateToolbox.java
@@ -4,13 +4,13 @@
 package com.azure.ai.agents.toolboxes;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.ToolboxDetails;
 import com.azure.core.util.Configuration;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 /**
- * This sample demonstrates how to update a toolbox using the BetaToolboxesClient.
+ * This sample demonstrates how to update a toolbox using the ToolboxesClient.
  *
  * <p>The {@code updateToolbox} method changes the default version that the toolbox
  * points to. This is useful when you have multiple immutable versions and want to
@@ -26,10 +26,10 @@ public static void main(String[] args) {
         String endpoint = Configuration.getGlobalConfiguration().get("FOUNDRY_PROJECT_ENDPOINT");
         String toolboxName = "toolbox_created_from_java";
         // Code sample for updating a toolbox's default version
-        BetaToolboxesClient toolboxesClient = new AgentsClientBuilder()
+        ToolboxesClient toolboxesClient = new AgentsClientBuilder()
                 .credential(new DefaultAzureCredentialBuilder().build())
                 .endpoint(endpoint)
-                .beta().buildBetaToolboxesClient();
+                .buildToolboxesClient();
 
         ToolboxDetails updatedToolbox = toolboxesClient.updateToolbox(toolboxName, "2");
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
index 6e9acfdb615e..fefb6ebd6d5b 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
@@ -40,7 +40,7 @@ public class FoundryFeaturesHeaderVerificationTest {
     private static final String CUSTOM_PIPELINE_VALUE = "custom-pipeline";
     private static final String AGENT_PREVIEW_FEATURES = Stream
         .concat(Arrays.stream(AgentDefinitionOptInKeys.values()).map(AgentDefinitionOptInKeys::toString),
-            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString()))
+            Stream.of(FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString()))
         .collect(Collectors.joining(","));
 
     @Test
@@ -48,7 +48,7 @@ public void allowPreviewAddsAreaSpecificHeaders() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
         AgentsClientBuilder builder = createBuilder(httpClient).allowPreview(true);
 
-        builder.beta().buildBetaAgentsClient().getSessionWithResponse("agent", "session", new RequestOptions());
+        builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
 
         builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
@@ -57,9 +57,6 @@ public void allowPreviewAddsAreaSpecificHeaders() {
         builder.beta().buildBetaMemoryStoresClient().getMemoryStoreWithResponse("store", new RequestOptions());
         assertEquals(FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
 
-        builder.beta().buildBetaToolboxesClient().getToolboxWithResponse("toolbox", new RequestOptions());
-        assertEquals(FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
-
         builder.buildAgentsClient()
             .createAgentVersionWithResponse("agent", BinaryData.fromString("{}"), new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
@@ -70,14 +67,11 @@ public void betaClientsAddAreaSpecificHeadersByDefault() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
         AgentsClientBuilder builder = createBuilder(httpClient);
 
-        builder.beta().buildBetaAgentsClient().getSessionWithResponse("agent", "session", new RequestOptions());
+        builder.beta().buildBetaAgentsClient().getOptimizationJobWithResponse("job", new RequestOptions());
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
 
         builder.beta().buildBetaMemoryStoresClient().getMemoryStoreWithResponse("store", new RequestOptions());
         assertEquals(FoundryFeaturesOptInKeys.MEMORY_STORES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
-
-        builder.beta().buildBetaToolboxesClient().getToolboxWithResponse("toolbox", new RequestOptions());
-        assertEquals(FoundryFeaturesOptInKeys.TOOLBOXES_V1_PREVIEW.toString(), foundryFeatures(httpClient));
     }
 
     @Test
@@ -99,13 +93,13 @@ public void betaHeaderDoesNotLeakToGaClientBuiltFromSameBuilder() {
     @Test
     public void allowPreviewDoesNotOverrideExplicitHeader() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
-        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString();
+        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString();
         RequestOptions requestOptions = new RequestOptions().setHeader(FOUNDRY_FEATURES, explicitHeader);
 
         createBuilder(httpClient).allowPreview(true)
             .beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", requestOptions);
+            .getOptimizationJobWithResponse("job", requestOptions);
 
         assertEquals(explicitHeader, foundryFeatures(httpClient));
     }
@@ -129,7 +123,7 @@ public void allowPreviewUsesBuiltClientFeatureHeaderWithoutPathMatching() {
             .allowPreview(true)
             .beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", new RequestOptions());
+            .getOptimizationJobWithResponse("job", new RequestOptions());
 
         assertEquals(AGENT_PREVIEW_FEATURES, foundryFeatures(httpClient));
     }
@@ -171,12 +165,12 @@ public void customPipelineDoesNotAddGaHeaderUnlessAllowPreview() {
     @Test
     public void customPipelineDoesNotOverrideExplicitFoundryHeader() {
         RecordingHttpClient httpClient = new RecordingHttpClient();
-        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V1_PREVIEW.toString();
+        String explicitHeader = FoundryFeaturesOptInKeys.AGENTS_OPTIMIZATION_V2_PREVIEW.toString();
         RequestOptions requestOptions = new RequestOptions().setHeader(FOUNDRY_FEATURES, explicitHeader);
 
         createBuilder(createCustomPipeline(httpClient)).beta()
             .buildBetaAgentsClient()
-            .getSessionWithResponse("agent", "session", requestOptions);
+            .getOptimizationJobWithResponse("job", requestOptions);
 
         assertEquals(explicitHeader, foundryFeatures(httpClient));
         assertEquals(CUSTOM_PIPELINE_VALUE, customPipelineHeader(httpClient));
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
index 21a3ef287009..7cb453aebe44 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogAsyncTest.java
@@ -36,7 +36,7 @@ public class SessionLogAsyncTest extends ClientTestBase {
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     @Disabled
     public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaAgentsAsyncClient client = getClientBuilder(httpClient, serviceVersion).beta().buildBetaAgentsAsyncClient();
+        AgentsAsyncClient client = getClientBuilder(httpClient, serviceVersion).buildAgentsAsyncClient();
 
         deleteSession(client);
         AgentSessionResource session = client
@@ -67,15 +67,15 @@ public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersio
         }
     }
 
-    private static Disposable scheduleSessionDelete(BetaAgentsAsyncClient client) {
+    private static Disposable scheduleSessionDelete(AgentsAsyncClient client) {
         return Mono.delay(Duration.ofSeconds(20)).then(deleteSessionAsync(client)).subscribe();
     }
 
-    private static void deleteSession(BetaAgentsAsyncClient client) {
+    private static void deleteSession(AgentsAsyncClient client) {
         deleteSessionAsync(client).block(Duration.ofSeconds(60));
     }
 
-    private static Mono<Void> deleteSessionAsync(BetaAgentsAsyncClient client) {
+    private static Mono<Void> deleteSessionAsync(AgentsAsyncClient client) {
         return client.deleteSession(AGENT_NAME, SESSION_ID, null).onErrorResume(error -> Mono.empty());
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
index 9007ab60b1cc..580505d45a69 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/SessionLogSyncTest.java
@@ -41,7 +41,7 @@ public class SessionLogSyncTest extends ClientTestBase {
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     @Disabled
     public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaAgentsClient client = getClientBuilder(httpClient, serviceVersion).beta().buildBetaAgentsClient();
+        AgentsClient client = getClientBuilder(httpClient, serviceVersion).buildAgentsClient();
         RequestOptions featureOptions = new RequestOptions();
 
         deleteSession(client);
@@ -77,7 +77,7 @@ public void validatesSessionLogStream(HttpClient httpClient, AgentsServiceVersio
         }
     }
 
-    private ScheduledFuture<?> scheduleSessionDelete(BetaAgentsClient client, ScheduledExecutorService executor) {
+    private ScheduledFuture<?> scheduleSessionDelete(AgentsClient client, ScheduledExecutorService executor) {
         return executor.schedule(() -> {
             if (getTestMode() != TestMode.PLAYBACK) {
                 deleteSession(client);
@@ -85,7 +85,7 @@ private ScheduledFuture<?> scheduleSessionDelete(BetaAgentsClient client, Schedu
         }, 20, TimeUnit.SECONDS);
     }
 
-    private static void deleteSession(BetaAgentsClient client) {
+    private static void deleteSession(AgentsClient client) {
         try {
             client.deleteSession(AGENT_NAME, SESSION_ID, null);
         } catch (RuntimeException ignored) {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
index a742fb867902..2dc208362f42 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
@@ -5,8 +5,6 @@
 
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
@@ -48,7 +46,6 @@ static Stream<Arguments> getTestParameters() {
     public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-test";
 
         try {
@@ -61,13 +58,13 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
             String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
-            AgentVersionDetails version = betaAgentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             Assertions.assertNotNull(version);
             Assertions.assertEquals(agentName, version.getName());
             Assertions.assertNotNull(version.getVersion());
 
-            BinaryData downloadedCode = betaAgentsClient.downloadAgentCode(agentName, null);
+            BinaryData downloadedCode = agentsClient.downloadAgentCode(agentName, null);
             Assertions.assertNotNull(downloadedCode);
             Assertions.assertTrue(downloadedCode.toBytes().length > 0);
 
@@ -75,7 +72,7 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             Files.write(downloadPath, downloadedCode.toBytes());
             Assertions.assertTrue(Files.size(downloadPath) > 0);
 
-            AgentVersionDetails newVersion = betaAgentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            AgentVersionDetails newVersion = agentsClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             Assertions.assertNotNull(newVersion);
             Assertions.assertEquals(agentName, newVersion.getName());
@@ -95,26 +92,25 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
     public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        BetaAgentsAsyncClient betaAgentsAsyncClient = builder.beta().buildBetaAgentsAsyncClient();
         String agentName = CodeAgentSampleUtils.SAMPLE_AGENT_NAME + "-async-test";
         BinaryData codeZip = CodeAgentSampleUtils.createCodeZip();
         String codeZipSha256 = CodeAgentSampleUtils.sha256(codeZip);
 
         Mono<Void> testFlow = agentsAsyncClient.deleteAgent(agentName)
             .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
-            .then(betaAgentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
+            .then(agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
                 CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip)))
             .flatMap(version -> {
                 Assertions.assertNotNull(version);
                 Assertions.assertEquals(agentName, version.getName());
                 Assertions.assertNotNull(version.getVersion());
 
-                return betaAgentsAsyncClient.downloadAgentCode(agentName, null);
+                return agentsAsyncClient.downloadAgentCode(agentName, null);
             })
             .flatMap(downloadedCode -> {
                 Assertions.assertNotNull(downloadedCode);
                 Assertions.assertTrue(downloadedCode.toBytes().length > 0);
-                return betaAgentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
+                return agentsAsyncClient.createAgentVersionFromCode(agentName, codeZipSha256,
                     CodeAgentSampleUtils.createAgentVersionFromCodeContent(codeZip));
             })
             .doOnNext(newVersion -> {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
index a2d1b9e2040f..8fe905c37b57 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/HostedAgentContainerSamplesTests.java
@@ -4,7 +4,6 @@
 package com.azure.ai.agents.hostedagents;
 
 import com.azure.ai.agents.AgentsClient;
-import com.azure.ai.agents.BetaAgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
@@ -42,6 +41,7 @@
 
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
 
+@Disabled("TODO: re-record once service no longer requires Foundry-Features opt-in keys for these operations.")
 public class HostedAgentContainerSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
     private static final String REMOTE_FILE_PATH_1 = "/remote/data_file1.txt";
@@ -59,31 +59,30 @@ static Stream<Arguments> getTestParameters() {
     public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-sessions-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             AgentSessionResource session = resources.getSession();
 
-            AgentSessionResource fetched = betaAgentsClient.getSession(agentName, session.getAgentSessionId(), null);
+            AgentSessionResource fetched = agentsClient.getSession(agentName, session.getAgentSessionId(), null);
             Assertions.assertNotNull(fetched);
             Assertions.assertEquals(session.getAgentSessionId(), fetched.getAgentSessionId());
 
             PagedIterable<AgentSessionResource> sessions
-                = betaAgentsClient.listSessions(agentName, null, null, null, null, null);
+                = agentsClient.listSessions(agentName, null, null, null, null, null);
             Assertions.assertTrue(
                 sessions.stream().anyMatch(item -> session.getAgentSessionId().equals(item.getAgentSessionId())));
 
             try {
-                betaAgentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
+                agentsClient.deleteSession(agentName, session.getAgentSessionId(), null);
             } catch (ResourceNotFoundException ignored) {
                 // The session may already be deleted by the service.
             }
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -93,34 +92,32 @@ public void sessionsSample(HttpClient httpClient, AgentsServiceVersion serviceVe
     public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-files-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
             String sessionId = resources.getSession().getAgentSessionId();
 
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1,
                 BinaryData.fromString("Sample session file 1."), null);
-            betaAgentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
+            agentsClient.uploadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2,
                 BinaryData.fromString("Sample session file 2."), null);
 
             PagedIterable<SessionDirectoryEntry> files
-                = betaAgentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null);
+                = agentsClient.listSessionFiles(agentName, sessionId, "/remote", null, null, null, null, null);
             Assertions
                 .assertTrue(files.stream().map(SessionDirectoryEntry::getName).anyMatch("data_file1.txt"::equals));
 
-            BinaryData downloaded
-                = betaAgentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
+            BinaryData downloaded = agentsClient.downloadSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, null);
             String fileContent = new String(downloaded.toBytes(), StandardCharsets.UTF_8);
             Assertions.assertEquals("Sample session file 1.", fileContent);
 
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
-            betaAgentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_1, false, null);
+            agentsClient.deleteSessionFile(agentName, sessionId, REMOTE_FILE_PATH_2, false, null);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -130,14 +127,13 @@ public void sessionFilesSample(HttpClient httpClient, AgentsServiceVersion servi
     public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-endpoint-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
-            configureAgentEndpoint(betaAgentsClient, agentName, resources);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
             com.openai.models.responses.Response response = openAIClient.responses()
@@ -150,7 +146,7 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
             Assertions.assertNotNull(response);
             Assertions.assertFalse(response.output().isEmpty());
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
@@ -160,14 +156,13 @@ public void agentEndpointSample(HttpClient httpClient, AgentsServiceVersion serv
     public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws IOException {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        BetaAgentsClient betaAgentsClient = builder.beta().buildBetaAgentsClient();
         String image = getRequiredConfiguration("FOUNDRY_AGENT_CONTAINER_IMAGE");
         String agentName = HostedAgentsSampleUtils.SAMPLE_AGENT_NAME + "-logs-test";
 
         HostedAgentSessionResources resources = null;
         try {
-            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, betaAgentsClient, agentName, image);
-            configureAgentEndpoint(betaAgentsClient, agentName, resources);
+            resources = HostedAgentsSampleUtils.createAgentAndSession(agentsClient, agentName, image);
+            configureAgentEndpoint(agentsClient, agentName, resources);
 
             OpenAIClient openAIClient = builder.buildAgentScopedOpenAIClient(agentName);
             com.openai.models.responses.Response openAIResponse = openAIClient.responses()
@@ -179,24 +174,23 @@ public void sessionLogStreamSample(HttpClient httpClient, AgentsServiceVersion s
             Assertions.assertNotNull(openAIResponse);
 
             com.azure.core.http.rest.Response<BinaryData> rawStream
-                = betaAgentsClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
+                = agentsClient.getSessionLogStreamWithResponse(agentName, resources.getAgent().getVersion(),
                     resources.getSession().getAgentSessionId(), new RequestOptions());
             Assertions.assertNotNull(rawStream.getValue());
             HostedAgentsSampleUtils.printSseFrames(rawStream.getValue(), 5);
         } finally {
-            HostedAgentsSampleUtils.cleanup(agentsClient, betaAgentsClient, agentName, resources);
+            HostedAgentsSampleUtils.cleanup(agentsClient, agentName, resources);
         }
     }
 
-    private static void configureAgentEndpoint(BetaAgentsClient betaAgentsClient, String agentName,
+    private static void configureAgentEndpoint(AgentsClient agentsClient, String agentName,
         HostedAgentSessionResources resources) {
         AgentEndpointConfig endpointConfig = new AgentEndpointConfig()
             .setVersionSelector(new VersionSelector().setVersionSelectionRules(Collections.singletonList(
                 new FixedRatioVersionSelectionRule(100).setAgentVersion(resources.getAgent().getVersion()))))
             .setProtocols(Collections.singletonList(AgentEndpointProtocol.RESPONSES));
 
-        betaAgentsClient.updateAgentDetails(agentName,
-            new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
+        agentsClient.updateAgentDetails(agentName, new UpdateAgentDetailsOptions().setAgentEndpoint(endpointConfig));
     }
 
     private String getRequiredConfiguration(String name) {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
index fa55a5971bfe..80fd928c2f58 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/toolboxes/ToolboxSamplesTests.java
@@ -6,8 +6,8 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.AgentsServiceVersion;
 import com.azure.ai.agents.ClientTestBase;
-import com.azure.ai.agents.BetaToolboxesAsyncClient;
-import com.azure.ai.agents.BetaToolboxesClient;
+import com.azure.ai.agents.ToolboxesAsyncClient;
+import com.azure.ai.agents.ToolboxesClient;
 import com.azure.ai.agents.models.McpTool;
 import com.azure.ai.agents.models.Tool;
 import com.azure.ai.agents.models.ToolType;
@@ -16,6 +16,7 @@
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpClient;
 import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.Arguments;
 import org.junit.jupiter.params.provider.MethodSource;
@@ -27,6 +28,9 @@
 import java.util.List;
 import java.util.stream.Stream;
 
+import static com.azure.core.test.TestProxyTestBase.getHttpClients;
+
+@Disabled("TODO: re-record once service no longer requires Foundry-Features opt-in keys for these operations.")
 public class ToolboxSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
 
@@ -39,8 +43,7 @@ static Stream<Arguments> getTestParameters() {
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("getTestParameters")
     public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
-        BetaToolboxesClient toolboxesClient
-            = getClientBuilder(httpClient, serviceVersion).beta().buildBetaToolboxesClient();
+        ToolboxesClient toolboxesClient = getClientBuilder(httpClient, serviceVersion).buildToolboxesClient();
         String toolboxName = "toolbox-search-tool-java-test";
 
         try {
@@ -74,7 +77,7 @@ public void toolboxSearchToolboxSample(HttpClient httpClient, AgentsServiceVersi
     @MethodSource("getTestParameters")
     public void toolboxesAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
-        BetaToolboxesAsyncClient toolboxesAsyncClient = builder.beta().buildBetaToolboxesAsyncClient();
+        ToolboxesAsyncClient toolboxesAsyncClient = builder.buildToolboxesAsyncClient();
         String toolboxName = "toolbox-with-mcp-tool-java-async-test";
 
         List<Tool> toolsWithMcpApprovalNever = Collections
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide b/sdk/ai/azure-ai-agents/tsp-location.yaml
similarity index 89%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml.hide
rename to sdk/ai/azure-ai-agents/tsp-location.yaml
index bdd55e0e6cda..1ad5bb4fe75b 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml.hide
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 85a61ca34a5b7bfcd0be3f3b9f1bc890ef86b220
+commit: 0384fe9aba51eac35ccac8c7db79257ce48622ca
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
@@ -12,7 +12,6 @@ additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/openai-evaluations
   - specification/ai-foundry/data-plane/Foundry/src/red-teams
   - specification/ai-foundry/data-plane/Foundry/src/sdk-common
-  - specification/ai-foundry/data-plane/Foundry/src/servicepatterns.tsp
   - specification/ai-foundry/data-plane/Foundry/src/skills
   - specification/ai-foundry/data-plane/Foundry/src/toolboxes
   - specification/ai-foundry/data-plane/Foundry/src/tools
diff --git a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
index c72daa508736..e08299c790e5 100644
--- a/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-projects/customizations/beta-annotations.csv
@@ -20,6 +20,7 @@ class;com.azure.ai.projects.models.RoutineDispatchPayload;Preview API. Routines=
 class;com.azure.ai.projects.models.RoutineDispatchPayloadType;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRun;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineRunPhase;Preview API. Routines=V1Preview;
+class;com.azure.ai.projects.models.RoutineRunStatus;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTrigger;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.RoutineTriggerType;Preview API. Routines=V1Preview;
 class;com.azure.ai.projects.models.ScheduleRoutineTrigger;Preview API. Routines=V1Preview;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
index 8054327ab3b5..aacd204f3951 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsAsyncClient.java
@@ -30,8 +30,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaDatasetsAsyncClient {
 
     @Generated
@@ -52,7 +52,7 @@ public final class BetaDatasetsAsyncClient {
      *
      * Retrieves the specified data generation job and its current status.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -159,7 +159,7 @@ public Mono<Response<BinaryData>> getGenerationJobWithResponse(String jobId, Req
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -250,7 +250,7 @@ public PagedFlux<BinaryData> listGenerationJobs(RequestOptions requestOptions) {
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -314,9 +314,9 @@ public PagedFlux<BinaryData> listGenerationJobs(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -400,7 +400,7 @@ public Mono<Response<BinaryData>> createGenerationJobWithResponse(BinaryData job
      *
      * Cancels the specified data generation job if it is still in progress.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
index 2b484a26bf13..381c79d94909 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaDatasetsClient.java
@@ -24,8 +24,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaDatasetsClient {
 
     @Generated
@@ -46,7 +46,7 @@ public final class BetaDatasetsClient {
      *
      * Retrieves the specified data generation job and its current status.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -152,7 +152,7 @@ public Response<BinaryData> getGenerationJobWithResponse(String jobId, RequestOp
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -243,7 +243,7 @@ public PagedIterable<BinaryData> listGenerationJobs(RequestOptions requestOption
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -307,9 +307,9 @@ public PagedIterable<BinaryData> listGenerationJobs(RequestOptions requestOption
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -393,7 +393,7 @@ public Response<BinaryData> createGenerationJobWithResponse(BinaryData job, Requ
      *
      * Cancels the specified data generation job if it is still in progress.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
index 475bd8764ead..cd4be71393d0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesAsyncClient.java
@@ -28,8 +28,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluationTaxonomiesAsyncClient {
 
     @Generated
@@ -50,7 +50,7 @@ public final class BetaEvaluationTaxonomiesAsyncClient {
      *
      * Retrieves the specified evaluation taxonomy.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -122,7 +122,7 @@ public Mono<Response<BinaryData>> getEvaluationTaxonomyWithResponse(String name,
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -202,7 +202,7 @@ public Mono<Response<Void>> deleteEvaluationTaxonomyWithResponse(String name, Re
      *
      * Creates or replaces the specified evaluation taxonomy with the provided definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -244,9 +244,9 @@ public Mono<Response<Void>> deleteEvaluationTaxonomyWithResponse(String name, Re
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -310,7 +310,7 @@ public Mono<Response<BinaryData>> createEvaluationTaxonomyWithResponse(String na
      *
      * Update an evaluation taxonomy.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -352,9 +352,9 @@ public Mono<Response<BinaryData>> createEvaluationTaxonomyWithResponse(String na
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
index 2a04f1d2e1d9..4e012d2b740f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluationTaxonomiesClient.java
@@ -22,8 +22,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluationTaxonomiesClient {
 
     @Generated
@@ -44,7 +44,7 @@ public final class BetaEvaluationTaxonomiesClient {
      *
      * Retrieves the specified evaluation taxonomy.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -116,7 +116,7 @@ public Response<BinaryData> getEvaluationTaxonomyWithResponse(String name, Reque
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -196,7 +196,7 @@ public Response<Void> deleteEvaluationTaxonomyWithResponse(String name, RequestO
      *
      * Creates or replaces the specified evaluation taxonomy with the provided definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -238,9 +238,9 @@ public Response<Void> deleteEvaluationTaxonomyWithResponse(String name, RequestO
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -304,7 +304,7 @@ public Response<BinaryData> createEvaluationTaxonomyWithResponse(String name, Bi
      *
      * Update an evaluation taxonomy.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -346,9 +346,9 @@ public Response<BinaryData> createEvaluationTaxonomyWithResponse(String name, Bi
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
index 3d562bfebbeb..950871b65198 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsAsyncClient.java
@@ -36,8 +36,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluatorsAsyncClient {
 
     @Generated
@@ -68,7 +68,7 @@ public final class BetaEvaluatorsAsyncClient {
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -154,7 +154,7 @@ public PagedFlux<BinaryData> listEvaluatorVersions(String name, RequestOptions r
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -229,7 +229,7 @@ public PagedFlux<BinaryData> listLatestEvaluatorVersions(RequestOptions requestO
      *
      * Retrieves the specified evaluator version, returning 404 if it does not exist.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -331,7 +331,7 @@ public Mono<Response<Void>> deleteEvaluatorVersionWithResponse(String name, Stri
      *
      * Creates a new evaluator version with an auto-incremented version identifier.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -387,9 +387,9 @@ public Mono<Response<Void>> deleteEvaluatorVersionWithResponse(String name, Stri
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -467,7 +467,7 @@ public Mono<Response<BinaryData>> createEvaluatorVersionWithResponse(String name
      *
      * Updates the specified evaluator version in place.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -523,9 +523,9 @@ public Mono<Response<BinaryData>> createEvaluatorVersionWithResponse(String name
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -605,7 +605,7 @@ public Mono<Response<BinaryData>> updateEvaluatorVersionWithResponse(String name
      *
      * Initiates a new pending upload or retrieves an existing one for the specified evaluator version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -615,9 +615,9 @@ public Mono<Response<BinaryData>> updateEvaluatorVersionWithResponse(String name
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -660,7 +660,7 @@ public Mono<Response<BinaryData>> startPendingUploadWithResponse(String name, St
      *
      * Retrieves SAS credentials for accessing the storage account associated with the specified evaluator version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -668,9 +668,9 @@ public Mono<Response<BinaryData>> startPendingUploadWithResponse(String name, St
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -720,7 +720,7 @@ public Mono<Response<BinaryData>> getCredentialsWithResponse(String name, String
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -813,9 +813,9 @@ public Mono<Response<BinaryData>> getCredentialsWithResponse(String name, String
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -930,7 +930,7 @@ public Mono<Response<BinaryData>> createEvaluatorGenerationJobWithResponse(Binar
      *
      * Gets the details of an evaluator generation job by its ID.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -1070,7 +1070,7 @@ public Mono<Response<BinaryData>> getEvaluatorGenerationJobWithResponse(String j
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -1182,7 +1182,7 @@ public PagedFlux<BinaryData> listEvaluatorGenerationJobs(RequestOptions requestO
      *
      * Cancels an evaluator generation job by its ID.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
index 4b24ae5a2bc1..f532ae84d68f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaEvaluatorsClient.java
@@ -30,8 +30,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaEvaluatorsClient {
 
     @Generated
@@ -62,7 +62,7 @@ public final class BetaEvaluatorsClient {
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -148,7 +148,7 @@ public PagedIterable<BinaryData> listEvaluatorVersions(String name, RequestOptio
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -223,7 +223,7 @@ public PagedIterable<BinaryData> listLatestEvaluatorVersions(RequestOptions requ
      *
      * Retrieves the specified evaluator version, returning 404 if it does not exist.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -324,7 +324,7 @@ public Response<Void> deleteEvaluatorVersionWithResponse(String name, String ver
      *
      * Creates a new evaluator version with an auto-incremented version identifier.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -380,9 +380,9 @@ public Response<Void> deleteEvaluatorVersionWithResponse(String name, String ver
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -460,7 +460,7 @@ public Response<BinaryData> createEvaluatorVersionWithResponse(String name, Bina
      *
      * Updates the specified evaluator version in place.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -516,9 +516,9 @@ public Response<BinaryData> createEvaluatorVersionWithResponse(String name, Bina
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -597,7 +597,7 @@ public Response<BinaryData> updateEvaluatorVersionWithResponse(String name, Stri
      *
      * Initiates a new pending upload or retrieves an existing one for the specified evaluator version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -607,9 +607,9 @@ public Response<BinaryData> updateEvaluatorVersionWithResponse(String name, Stri
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -650,7 +650,7 @@ public Response<BinaryData> startPendingUploadWithResponse(String name, String v
      *
      * Retrieves SAS credentials for accessing the storage account associated with the specified evaluator version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -658,9 +658,9 @@ public Response<BinaryData> startPendingUploadWithResponse(String name, String v
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -710,7 +710,7 @@ public Response<BinaryData> getCredentialsWithResponse(String name, String versi
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -803,9 +803,9 @@ public Response<BinaryData> getCredentialsWithResponse(String name, String versi
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -920,7 +920,7 @@ public Response<BinaryData> createEvaluatorGenerationJobWithResponse(BinaryData
      *
      * Gets the details of an evaluator generation job by its ID.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -1058,7 +1058,7 @@ public Response<BinaryData> getEvaluatorGenerationJobWithResponse(String jobId,
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -1170,7 +1170,7 @@ public PagedIterable<BinaryData> listEvaluatorGenerationJobs(RequestOptions requ
      *
      * Cancels an evaluator generation job by its ID.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
index bfaea01a79b3..84bfcc977c63 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsAsyncClient.java
@@ -29,8 +29,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaInsightsAsyncClient {
 
     @Generated
@@ -60,7 +60,7 @@ public final class BetaInsightsAsyncClient {
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -80,9 +80,9 @@ public final class BetaInsightsAsyncClient {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -131,7 +131,7 @@ public Mono<Response<BinaryData>> generateInsightWithResponse(BinaryData insight
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -187,7 +187,7 @@ public Mono<Response<BinaryData>> getInsightWithResponse(String id, RequestOptio
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
index 1911e7667a23..6727d092841f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaInsightsClient.java
@@ -23,8 +23,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaInsightsClient {
 
     @Generated
@@ -54,7 +54,7 @@ public final class BetaInsightsClient {
      * </table>
      * You can add these to a request with {@link RequestOptions#addHeader}
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -74,9 +74,9 @@ public final class BetaInsightsClient {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -124,7 +124,7 @@ public Response<BinaryData> generateInsightWithResponse(BinaryData insight, Requ
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -179,7 +179,7 @@ public Response<BinaryData> getInsightWithResponse(String id, RequestOptions req
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
index fedde0fe85c1..18884cd049ac 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsAsyncClient.java
@@ -35,8 +35,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaModelsAsyncClient {
 
     @Generated
@@ -57,16 +57,10 @@ public final class BetaModelsAsyncClient {
      *
      * List all versions of the given ModelVersion.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -124,16 +118,10 @@ public PagedFlux<BinaryData> listModelVersions(String name, RequestOptions reque
      *
      * List the latest version of each ModelVersion.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -190,16 +178,10 @@ public PagedFlux<BinaryData> listLatestModelVersions(RequestOptions requestOptio
      *
      * Retrieves the specified model version, returning 404 if it does not exist.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -284,7 +266,7 @@ public Mono<Response<Void>> deleteModelVersionWithResponse(String name, String v
      *
      * Update an existing ModelVersion with the given version id.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -295,18 +277,12 @@ public Mono<Response<Void>> deleteModelVersionWithResponse(String name, String v
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -369,16 +345,10 @@ public Mono<Response<BinaryData>> updateModelVersionWithResponse(String name, St
      * Creates a model version asynchronously with blob content validation. Returns 202 Accepted with a location header
      * for polling the operation status.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -416,9 +386,9 @@ public Mono<Response<BinaryData>> updateModelVersionWithResponse(String name, St
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -450,7 +420,7 @@ public Mono<Response<BinaryData>> createModelVersionAsyncWithResponse(String nam
      *
      * Initiates a new pending upload or retrieves an existing one for the specified model version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -460,9 +430,9 @@ public Mono<Response<BinaryData>> createModelVersionAsyncWithResponse(String nam
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -505,7 +475,7 @@ public Mono<Response<BinaryData>> startModelPendingUploadWithResponse(String nam
      *
      * Retrieves temporary credentials for accessing the storage backing the specified model version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -513,9 +483,9 @@ public Mono<Response<BinaryData>> startModelPendingUploadWithResponse(String nam
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
index b819a4ea11b4..79f952a8879a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaModelsClient.java
@@ -29,8 +29,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaModelsClient {
 
     @Generated
@@ -51,16 +51,10 @@ public final class BetaModelsClient {
      *
      * List all versions of the given ModelVersion.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -118,16 +112,10 @@ public PagedIterable<BinaryData> listModelVersions(String name, RequestOptions r
      *
      * List the latest version of each ModelVersion.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -184,16 +172,10 @@ public PagedIterable<BinaryData> listLatestModelVersions(RequestOptions requestO
      *
      * Retrieves the specified model version, returning 404 if it does not exist.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -276,7 +258,7 @@ public Response<Void> deleteModelVersionWithResponse(String name, String version
      *
      * Update an existing ModelVersion with the given version id.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -287,18 +269,12 @@ public Response<Void> deleteModelVersionWithResponse(String name, String version
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -360,16 +336,10 @@ public Response<BinaryData> updateModelVersionWithResponse(String name, String v
      * Creates a model version asynchronously with blob content validation. Returns 202 Accepted with a location header
      * for polling the operation status.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -407,9 +377,9 @@ public Response<BinaryData> updateModelVersionWithResponse(String name, String v
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -441,7 +411,7 @@ public Response<BinaryData> createModelVersionAsyncWithResponse(String name, Str
      *
      * Initiates a new pending upload or retrieves an existing one for the specified model version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -451,9 +421,9 @@ public Response<BinaryData> createModelVersionAsyncWithResponse(String name, Str
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -495,7 +465,7 @@ public Response<BinaryData> startModelPendingUploadWithResponse(String name, Str
      *
      * Retrieves temporary credentials for accessing the storage backing the specified model version.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -503,9 +473,9 @@ public Response<BinaryData> startModelPendingUploadWithResponse(String name, Str
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
index c5d5e66ecb92..bea4f7ed242a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsAsyncClient.java
@@ -28,8 +28,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRedTeamsAsyncClient {
 
     @Generated
@@ -50,7 +50,7 @@ public final class BetaRedTeamsAsyncClient {
      *
      * Retrieves the specified redteam and its configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -101,7 +101,7 @@ public Mono<Response<BinaryData>> getRedTeamWithResponse(String name, RequestOpt
      *
      * Returns the redteams available in the current project.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -148,7 +148,7 @@ public PagedFlux<BinaryData> listRedTeams(RequestOptions requestOptions) {
      *
      * Submits a new redteam run for execution with the provided configuration.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -176,9 +176,9 @@ public PagedFlux<BinaryData> listRedTeams(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
index cb312994f0dc..e8555359f25a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRedTeamsClient.java
@@ -22,8 +22,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRedTeamsClient {
 
     @Generated
@@ -44,7 +44,7 @@ public final class BetaRedTeamsClient {
      *
      * Retrieves the specified redteam and its configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -94,7 +94,7 @@ public Response<BinaryData> getRedTeamWithResponse(String name, RequestOptions r
      *
      * Returns the redteams available in the current project.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -141,7 +141,7 @@ public PagedIterable<BinaryData> listRedTeams(RequestOptions requestOptions) {
      *
      * Submits a new redteam run for execution with the provided configuration.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -169,9 +169,9 @@ public PagedIterable<BinaryData> listRedTeams(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
index cb206cecfe8f..e18040c02c41 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesAsyncClient.java
@@ -36,8 +36,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRoutinesAsyncClient {
 
     @Generated
@@ -58,7 +58,7 @@ public final class BetaRoutinesAsyncClient {
      *
      * Creates a new routine or replaces an existing routine with the supplied definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -75,9 +75,9 @@ public final class BetaRoutinesAsyncClient {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -121,7 +121,7 @@ public Mono<Response<BinaryData>> createOrUpdateRoutineWithResponse(String routi
      *
      * Retrieves the specified routine and its current configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -164,7 +164,7 @@ public Mono<Response<BinaryData>> getRoutineWithResponse(String routineName, Req
      *
      * Enables the specified routine so it can be dispatched.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -205,7 +205,7 @@ public Mono<Response<BinaryData>> enableRoutineWithResponse(String routineName,
      *
      * Disables the specified routine so it no longer runs.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -259,7 +259,7 @@ public Mono<Response<BinaryData>> disableRoutineWithResponse(String routineName,
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -332,12 +332,12 @@ public Mono<Response<Void>> deleteRoutineWithResponse(String routineName, Reques
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -381,7 +381,7 @@ public PagedFlux<BinaryData> listRoutineRuns(String routineName, RequestOptions
      *
      * Queues an asynchronous dispatch for the specified routine.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -391,9 +391,9 @@ public PagedFlux<BinaryData> listRoutineRuns(String routineName, RequestOptions
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
index 136a6442fba4..cc7c3192f00c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaRoutinesClient.java
@@ -30,8 +30,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaRoutinesClient {
 
     @Generated
@@ -52,7 +52,7 @@ public final class BetaRoutinesClient {
      *
      * Creates a new routine or replaces an existing routine with the supplied definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -69,9 +69,9 @@ public final class BetaRoutinesClient {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -114,7 +114,7 @@ public Response<BinaryData> createOrUpdateRoutineWithResponse(String routineName
      *
      * Retrieves the specified routine and its current configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -156,7 +156,7 @@ public Response<BinaryData> getRoutineWithResponse(String routineName, RequestOp
      *
      * Enables the specified routine so it can be dispatched.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -196,7 +196,7 @@ public Response<BinaryData> enableRoutineWithResponse(String routineName, Reques
      *
      * Disables the specified routine so it no longer runs.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -249,7 +249,7 @@ public Response<BinaryData> disableRoutineWithResponse(String routineName, Reque
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -322,12 +322,12 @@ public Response<Void> deleteRoutineWithResponse(String routineName, RequestOptio
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -371,7 +371,7 @@ public PagedIterable<BinaryData> listRoutineRuns(String routineName, RequestOpti
      *
      * Queues an asynchronous dispatch for the specified routine.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -381,9 +381,9 @@ public PagedIterable<BinaryData> listRoutineRuns(String routineName, RequestOpti
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
index d617632fb5f8..4d9d04c6ec94 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesAsyncClient.java
@@ -30,8 +30,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSchedulesAsyncClient {
 
     @Generated
@@ -71,7 +71,7 @@ public Mono<Response<Void>> deleteScheduleWithResponse(String id, RequestOptions
      *
      * Retrieves the specified schedule resource.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -132,7 +132,7 @@ public Mono<Response<BinaryData>> getScheduleWithResponse(String id, RequestOpti
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -181,7 +181,7 @@ public PagedFlux<BinaryData> listSchedules(RequestOptions requestOptions) {
      *
      * Creates a new schedule or updates an existing schedule with the supplied definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -211,9 +211,9 @@ public PagedFlux<BinaryData> listSchedules(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -265,7 +265,7 @@ public Mono<Response<BinaryData>> createOrUpdateScheduleWithResponse(String id,
      *
      * Retrieves the specified run for a schedule.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -313,7 +313,7 @@ public Mono<Response<BinaryData>> getScheduleRunWithResponse(String scheduleId,
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
index 137ef07a84d8..079fc5bc5903 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSchedulesClient.java
@@ -24,8 +24,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSchedulesClient {
 
     @Generated
@@ -65,7 +65,7 @@ public Response<Void> deleteScheduleWithResponse(String id, RequestOptions reque
      *
      * Retrieves the specified schedule resource.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -126,7 +126,7 @@ public Response<BinaryData> getScheduleWithResponse(String id, RequestOptions re
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -175,7 +175,7 @@ public PagedIterable<BinaryData> listSchedules(RequestOptions requestOptions) {
      *
      * Creates a new schedule or updates an existing schedule with the supplied definition.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -205,9 +205,9 @@ public PagedIterable<BinaryData> listSchedules(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -259,7 +259,7 @@ public Response<BinaryData> createOrUpdateScheduleWithResponse(String id, Binary
      *
      * Retrieves the specified run for a schedule.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -307,7 +307,7 @@ public Response<BinaryData> getScheduleRunWithResponse(String scheduleId, String
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
index debb6ceb725c..d5501bef6634 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
@@ -38,8 +38,8 @@
 /**
  * Initializes a new instance of the asynchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSkillsAsyncClient {
 
     @Generated
@@ -60,7 +60,7 @@ public final class BetaSkillsAsyncClient {
      *
      * Retrieves the specified skill and its current configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -113,7 +113,7 @@ public Mono<Response<BinaryData>> getSkillWithResponse(String name, RequestOptio
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -145,7 +145,7 @@ public PagedFlux<BinaryData> listSkills(RequestOptions requestOptions) {
      *
      * Modifies the specified skill's configuration.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -153,9 +153,9 @@ public PagedFlux<BinaryData> listSkills(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -190,7 +190,7 @@ public Mono<Response<BinaryData>> updateSkillWithResponse(String name, BinaryDat
      *
      * Removes the specified skill and its associated versions.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -220,7 +220,7 @@ Mono<Response<BinaryData>> internalDeleteSkillWithResponse(String name, RequestO
      *
      * Creates a new version of a skill. If the skill does not exist, it will be created.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -240,9 +240,9 @@ Mono<Response<BinaryData>> internalDeleteSkillWithResponse(String name, RequestO
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -277,7 +277,7 @@ public Mono<Response<BinaryData>> createSkillVersionWithResponse(String name, Bi
      *
      * Creates a new version of a skill from uploaded files via multipart form data.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -334,7 +334,7 @@ Mono<Response<BinaryData>> createSkillVersionFromFilesWithResponse(String name,
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -367,7 +367,7 @@ public PagedFlux<BinaryData> listSkillVersions(String name, RequestOptions reque
      *
      * Retrieves the specified version of a skill by name and version identifier.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -402,7 +402,7 @@ public Mono<Response<BinaryData>> getSkillVersionWithResponse(String name, Strin
      *
      * Downloads the zip content for the default version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * BinaryData
@@ -428,7 +428,7 @@ public Mono<Response<BinaryData>> getSkillContentWithResponse(String name, Reque
      *
      * Downloads the zip content for a specific version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * BinaryData
@@ -503,7 +503,7 @@ public Mono<Response<Void>> deleteSkillWithResponse(String name, RequestOptions
      *
      * Removes the specified version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
index 5e9605c59dd2..4d7fab3636be 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
@@ -33,8 +33,8 @@
 /**
  * Initializes a new instance of the synchronous AIProjectClient type.
  */
-@Beta
 @ServiceClient(builder = AIProjectClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
 public final class BetaSkillsClient {
 
     @Generated
@@ -55,7 +55,7 @@ public final class BetaSkillsClient {
      *
      * Retrieves the specified skill and its current configuration.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -108,7 +108,7 @@ public Response<BinaryData> getSkillWithResponse(String name, RequestOptions req
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -140,7 +140,7 @@ public PagedIterable<BinaryData> listSkills(RequestOptions requestOptions) {
      *
      * Modifies the specified skill's configuration.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -148,9 +148,9 @@ public PagedIterable<BinaryData> listSkills(RequestOptions requestOptions) {
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -230,7 +230,7 @@ public Response<Void> deleteSkillWithResponse(String name, RequestOptions reques
      *
      * Removes the specified skill and its associated versions.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -260,7 +260,7 @@ Response<BinaryData> internalDeleteSkillWithResponse(String name, RequestOptions
      *
      * Creates a new version of a skill. If the skill does not exist, it will be created.
      * <p><strong>Request Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -280,9 +280,9 @@ Response<BinaryData> internalDeleteSkillWithResponse(String name, RequestOptions
      * }
      * }
      * </pre>
-     *
+     * 
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -317,7 +317,7 @@ public Response<BinaryData> createSkillVersionWithResponse(String name, BinaryDa
      *
      * Creates a new version of a skill from uploaded files via multipart form data.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -374,7 +374,7 @@ Response<BinaryData> createSkillVersionFromFilesWithResponse(String name, Binary
      * </table>
      * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -407,7 +407,7 @@ public PagedIterable<BinaryData> listSkillVersions(String name, RequestOptions r
      *
      * Retrieves the specified version of a skill by name and version identifier.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
@@ -442,7 +442,7 @@ public Response<BinaryData> getSkillVersionWithResponse(String name, String vers
      *
      * Downloads the zip content for the default version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * BinaryData
@@ -468,7 +468,7 @@ public Response<BinaryData> getSkillContentWithResponse(String name, RequestOpti
      *
      * Downloads the zip content for a specific version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * BinaryData
@@ -496,7 +496,7 @@ public Response<BinaryData> getSkillVersionContentWithResponse(String name, Stri
      *
      * Removes the specified version of a skill.
      * <p><strong>Response Body Schema</strong></p>
-     *
+     * 
      * <pre>
      * {@code
      * {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
index b7adfad7e367..147434afb4fe 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaModelsImpl.java
@@ -310,12 +310,6 @@ Response<BinaryData> listLatestModelVersionsNextSync(
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -383,12 +377,6 @@ private Mono<PagedResponse<BinaryData>> listModelVersionsSinglePageAsync(String
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -453,12 +441,6 @@ public PagedFlux<BinaryData> listModelVersionsAsync(String name, RequestOptions
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -523,12 +505,6 @@ private PagedResponse<BinaryData> listModelVersionsSinglePage(String name, Reque
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -593,12 +569,6 @@ public PagedIterable<BinaryData> listModelVersions(String name, RequestOptions r
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -664,12 +634,6 @@ private Mono<PagedResponse<BinaryData>> listLatestModelVersionsSinglePageAsync(R
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -733,12 +697,6 @@ public PagedFlux<BinaryData> listLatestModelVersionsAsync(RequestOptions request
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -802,12 +760,6 @@ private PagedResponse<BinaryData> listLatestModelVersionsSinglePage(RequestOptio
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -871,12 +823,6 @@ public PagedIterable<BinaryData> listLatestModelVersions(RequestOptions requestO
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -944,12 +890,6 @@ public Mono<Response<BinaryData>> getModelVersionWithResponseAsync(String name,
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1072,12 +1012,6 @@ public Response<Void> deleteModelVersionWithResponse(String name, String version
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1158,12 +1092,6 @@ public Mono<Response<BinaryData>> updateModelVersionWithResponseAsync(String nam
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1231,12 +1159,6 @@ public Response<BinaryData> updateModelVersionWithResponse(String name, String v
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1316,12 +1238,6 @@ public Mono<Response<BinaryData>> createModelVersionAsyncWithResponseAsync(Strin
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1620,12 +1536,6 @@ public Response<BinaryData> getModelCredentialsWithResponse(String name, String
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1693,12 +1603,6 @@ private Mono<PagedResponse<BinaryData>> listModelVersionsNextSinglePageAsync(Str
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1763,12 +1667,6 @@ private PagedResponse<BinaryData> listModelVersionsNextSinglePage(String nextLin
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
@@ -1836,12 +1734,6 @@ private Mono<PagedResponse<BinaryData>> listLatestModelVersionsNextSinglePageAsy
      * <pre>
      * {@code
      * {
-     *     systemData (Optional): {
-     *         createdAt: Long (Optional)
-     *         createdBy: String (Optional)
-     *         createdByType: String (Optional)
-     *         lastModifiedAt: Long (Optional)
-     *     }
      *     blobUri: String (Required)
      *     weightType: String(FullWeight/LoRA/DraftModel) (Optional)
      *     baseModel: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
index a9cf408a172e..64beb39296d2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/BetaRoutinesImpl.java
@@ -910,7 +910,7 @@ public Response<Void> deleteRoutineWithResponse(String routineName, RequestOptio
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -980,7 +980,7 @@ private Mono<PagedResponse<BinaryData>> listRoutineRunsSinglePageAsync(String ro
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -1043,7 +1043,7 @@ public PagedFlux<BinaryData> listRoutineRunsAsync(String routineName, RequestOpt
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
@@ -1110,7 +1110,7 @@ private PagedResponse<BinaryData> listRoutineRunsSinglePage(String routineName,
      * {@code
      * {
      *     id: String (Required)
-     *     status: String (Optional)
+     *     status: BinaryData (Optional)
      *     phase: String(queued/dispatching/completed/failed) (Optional)
      *     trigger_type: String(custom/github_issue/schedule/timer) (Optional)
      *     trigger_name: String (Optional)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
index 7ff0c38c1644..473a8c9581bf 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
@@ -38,11 +38,6 @@ public enum FoundryFeaturesOptInKeys {
      */
     ROUTINES_V1_PREVIEW("Routines=V1Preview"),
 
-    /**
-     * Enum value Toolboxes=V1Preview.
-     */
-    TOOLBOXES_V1_PREVIEW("Toolboxes=V1Preview"),
-
     /**
      * Enum value Skills=V1Preview.
      */
@@ -59,9 +54,9 @@ public enum FoundryFeaturesOptInKeys {
     MODELS_V1_PREVIEW("Models=V1Preview"),
 
     /**
-     * Enum value AgentsOptimization=V1Preview.
+     * Enum value AgentsOptimization=V2Preview.
      */
-    AGENTS_OPTIMIZATION_V1_PREVIEW("AgentsOptimization=V1Preview");
+    AGENTS_OPTIMIZATION_V2_PREVIEW("AgentsOptimization=V2Preview");
 
     /**
      * The actual serialized value for a FoundryFeaturesOptInKeys instance.
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
index b1f9ce3ee0bb..53ef65d4089d 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/CreateSkillVersionFromFilesBody.java
@@ -3,7 +3,6 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.projects.models;
 
-import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import java.util.List;
@@ -14,7 +13,6 @@
  * uploads, files are validated as-is.
  */
 @Fluent
-@Beta(warningText = "Preview API. Skills=V1Preview")
 public final class CreateSkillVersionFromFilesBody {
 
     /*
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
index f152b1b39b6e..c4489fe9df44 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ModelVersion.java
@@ -19,12 +19,6 @@
 @Fluent
 public final class ModelVersion implements JsonSerializable<ModelVersion> {
 
-    /*
-     * System related metadata
-     */
-    @Generated
-    private SystemDataV3 systemData;
-
     /*
      * The weight type of the model
      */
@@ -103,16 +97,6 @@ public ModelVersion(String blobUrl) {
         this.blobUrl = blobUrl;
     }
 
-    /**
-     * Get the systemData property: System related metadata.
-     *
-     * @return the systemData value.
-     */
-    @Generated
-    public SystemDataV3 getSystemData() {
-        return this.systemData;
-    }
-
     /**
      * Get the weightType property: The weight type of the model.
      *
@@ -331,7 +315,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
             String blobUrl = null;
             String name = null;
             String version = null;
-            SystemDataV3 systemData = null;
             FoundryModelWeightType weightType = null;
             String baseModel = null;
             ModelSourceData source = null;
@@ -350,8 +333,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
                     name = reader.getString();
                 } else if ("version".equals(fieldName)) {
                     version = reader.getString();
-                } else if ("systemData".equals(fieldName)) {
-                    systemData = SystemDataV3.fromJson(reader);
                 } else if ("weightType".equals(fieldName)) {
                     weightType = FoundryModelWeightType.fromString(reader.getString());
                 } else if ("baseModel".equals(fieldName)) {
@@ -377,7 +358,6 @@ public static ModelVersion fromJson(JsonReader jsonReader) throws IOException {
             ModelVersion deserializedModelVersion = new ModelVersion(blobUrl);
             deserializedModelVersion.name = name;
             deserializedModelVersion.version = version;
-            deserializedModelVersion.systemData = systemData;
             deserializedModelVersion.weightType = weightType;
             deserializedModelVersion.baseModel = baseModel;
             deserializedModelVersion.source = source;
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
index 670a4c0d06c5..f8bfa1d25505 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/RoutineRun.java
@@ -6,6 +6,7 @@
 import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -32,7 +33,7 @@ public final class RoutineRun implements JsonSerializable<RoutineRun> {
      * The run status.
      */
     @Generated
-    private String status;
+    private BinaryData status;
 
     /*
      * The AgentExtensions lifecycle phase for the routine attempt.
@@ -128,7 +129,7 @@ public String getId() {
      * @return the status value.
      */
     @Generated
-    public String getStatus() {
+    public BinaryData getStatus() {
         return this.status;
     }
 
@@ -278,7 +279,10 @@ public String getErrorMessage() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("status", this.status);
+        if (this.status != null) {
+            jsonWriter.writeFieldName("status");
+            this.status.writeTo(jsonWriter);
+        }
         jsonWriter.writeStringField("phase", this.phase == null ? null : this.phase.toString());
         jsonWriter.writeStringField("trigger_type", this.triggerType == null ? null : this.triggerType.toString());
         jsonWriter.writeStringField("trigger_name", this.triggerName);
@@ -322,7 +326,8 @@ public static RoutineRun fromJson(JsonReader jsonReader) throws IOException {
                 if ("id".equals(fieldName)) {
                     deserializedRoutineRun.id = reader.getString();
                 } else if ("status".equals(fieldName)) {
-                    deserializedRoutineRun.status = reader.getString();
+                    deserializedRoutineRun.status
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
                 } else if ("phase".equals(fieldName)) {
                     deserializedRoutineRun.phase = RoutineRunPhase.fromString(reader.getString());
                 } else if ("trigger_type".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java
deleted file mode 100644
index 5ae87ab33724..000000000000
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SystemDataV3.java
+++ /dev/null
@@ -1,144 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.projects.models;
-
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Instant;
-import java.time.OffsetDateTime;
-import java.time.ZoneOffset;
-
-/**
- * System metadata for a resource.
- */
-@Immutable
-public final class SystemDataV3 implements JsonSerializable<SystemDataV3> {
-
-    /*
-     * Timestamp of resource creation
-     */
-    @Generated
-    private Long createdAt;
-
-    /*
-     * Identity that created the resource
-     */
-    @Generated
-    private String createdBy;
-
-    /*
-     * Type of identity that created the resource
-     */
-    @Generated
-    private String createdByType;
-
-    /*
-     * Timestamp of last resource modification
-     */
-    @Generated
-    private Long lastModifiedAt;
-
-    /**
-     * Creates an instance of SystemDataV3 class.
-     */
-    @Generated
-    private SystemDataV3() {
-    }
-
-    /**
-     * Get the createdAt property: Timestamp of resource creation.
-     *
-     * @return the createdAt value.
-     */
-    @Generated
-    public OffsetDateTime getCreatedAt() {
-        if (this.createdAt == null) {
-            return null;
-        }
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * Get the createdBy property: Identity that created the resource.
-     *
-     * @return the createdBy value.
-     */
-    @Generated
-    public String getCreatedBy() {
-        return this.createdBy;
-    }
-
-    /**
-     * Get the createdByType property: Type of identity that created the resource.
-     *
-     * @return the createdByType value.
-     */
-    @Generated
-    public String getCreatedByType() {
-        return this.createdByType;
-    }
-
-    /**
-     * Get the lastModifiedAt property: Timestamp of last resource modification.
-     *
-     * @return the lastModifiedAt value.
-     */
-    @Generated
-    public OffsetDateTime getLastModifiedAt() {
-        if (this.lastModifiedAt == null) {
-            return null;
-        }
-        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.lastModifiedAt), ZoneOffset.UTC);
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeNumberField("createdAt", this.createdAt);
-        jsonWriter.writeStringField("createdBy", this.createdBy);
-        jsonWriter.writeStringField("createdByType", this.createdByType);
-        jsonWriter.writeNumberField("lastModifiedAt", this.lastModifiedAt);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of SystemDataV3 from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of SystemDataV3 if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the SystemDataV3.
-     */
-    @Generated
-    public static SystemDataV3 fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            SystemDataV3 deserializedSystemDataV3 = new SystemDataV3();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("createdAt".equals(fieldName)) {
-                    deserializedSystemDataV3.createdAt = reader.getNullable(JsonReader::getLong);
-                } else if ("createdBy".equals(fieldName)) {
-                    deserializedSystemDataV3.createdBy = reader.getString();
-                } else if ("createdByType".equals(fieldName)) {
-                    deserializedSystemDataV3.createdByType = reader.getString();
-                } else if ("lastModifiedAt".equals(fieldName)) {
-                    deserializedSystemDataV3.lastModifiedAt = reader.getNullable(JsonReader::getLong);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedSystemDataV3;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java
index d8258d410d56..fa2e00308b38 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/TimerRoutineTrigger.java
@@ -6,13 +6,13 @@
 import com.azure.ai.projects.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.util.CoreUtils;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.time.Instant;
 import java.time.OffsetDateTime;
-import java.time.format.DateTimeFormatter;
+import java.time.ZoneOffset;
 
 /**
  * A one-shot timer routine trigger.
@@ -31,7 +31,7 @@ public final class TimerRoutineTrigger extends RoutineTrigger {
      * The UTC date and time at which the timer fires.
      */
     @Generated
-    private OffsetDateTime at;
+    private Long at;
 
     /**
      * Get the type property: The trigger type.
@@ -51,7 +51,10 @@ public RoutineTriggerType getType() {
      */
     @Generated
     public OffsetDateTime getAt() {
-        return this.at;
+        if (this.at == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.at), ZoneOffset.UTC);
     }
 
     /**
@@ -62,8 +65,7 @@ public OffsetDateTime getAt() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("at",
-            this.at == null ? null : DateTimeFormatter.ISO_OFFSET_DATE_TIME.format(this.at));
+        jsonWriter.writeNumberField("at", this.at);
         return jsonWriter.writeEndObject();
     }
 
@@ -85,8 +87,7 @@ public static TimerRoutineTrigger fromJson(JsonReader jsonReader) throws IOExcep
                 if ("type".equals(fieldName)) {
                     deserializedTimerRoutineTrigger.type = RoutineTriggerType.fromString(reader.getString());
                 } else if ("at".equals(fieldName)) {
-                    deserializedTimerRoutineTrigger.at = reader
-                        .getNullable(nonNullReader -> CoreUtils.parseBestOffsetDateTime(nonNullReader.getString()));
+                    deserializedTimerRoutineTrigger.at = reader.getNullable(JsonReader::getLong);
                 } else {
                     reader.skipChildren();
                 }
@@ -110,7 +111,11 @@ public TimerRoutineTrigger() {
      */
     @Generated
     public TimerRoutineTrigger setAt(OffsetDateTime at) {
-        this.at = at;
+        if (at == null) {
+            this.at = null;
+        } else {
+            this.at = at.toEpochSecond();
+        }
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index d93ccfc7cb54..115c6a22f302 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide b/sdk/ai/azure-ai-projects/tsp-location.yaml
similarity index 93%
rename from sdk/ai/azure-ai-projects/tsp-location.yaml.hide
rename to sdk/ai/azure-ai-projects/tsp-location.yaml
index 06dfdccc7e80..9426093daf10 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml.hide
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 85a61ca34a5b7bfcd0be3f3b9f1bc890ef86b220
+commit: 74bb5279f6e82bfd3609e38c01402e3caaf62478
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common
@@ -22,7 +22,6 @@ additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/red-teams
     - specification/ai-foundry/data-plane/Foundry/src/routines
     - specification/ai-foundry/data-plane/Foundry/src/schedules
-    - specification/ai-foundry/data-plane/Foundry/src/servicepatterns.tsp
     - specification/ai-foundry/data-plane/Foundry/src/skills
     - specification/ai-foundry/data-plane/Foundry/src/toolboxes
     - specification/ai-foundry/data-plane/Foundry/src/tools