diff --git a/.Jules/palette.md b/.Jules/palette.md
index d14c0c7..6316051 100644
--- a/.Jules/palette.md
+++ b/.Jules/palette.md
@@ -43,3 +43,7 @@
 ## 2026-04-16 - [Cohesive Branding in CLI and Dashboards]
 **Learning:** For tool-sets with both a CLI and a web-based dashboard (like Prefect), maintaining a consistent "brand" (e.g., specific color schemes like 'bold blue' and emoji usage) across both interfaces creates a more unified and professional user experience. Standardizing the "Result" panel and task naming conventions makes the entire system feel like a single, cohesive product.
 **Action:** Apply consistent branding (colors, titles, emojis) to both terminal output and dashboard metadata to ensure a unified user experience across all interfaces.
+
+## 2026-04-17 - [Dynamic Pluralization and Visual Breathing Room]
+**Learning:** For tutorial scripts, using dynamic pluralization (e.g., "1 customer" vs. "5 customers") ensures the UI remains grammatically correct and polished regardless of data volume. Additionally, adding explicit `padding=(1, 2)` to `Panel` components prevents the content from feeling "cramped," especially in final summaries where visual balance is key to a professional feel.
+**Action:** Always implement dynamic pluralization for key nouns and ensure result panels have adequate internal padding for a clean, professional aesthetic.
diff --git a/01_getting_started.py b/01_getting_started.py
index b4d9aff..6296e8b 100644
--- a/01_getting_started.py
+++ b/01_getting_started.py
@@ -55,12 +55,15 @@ def main():
     with console.status("[bold green]🔍 Fetching customer data..."):
         customer_ids = get_customer_ids()
 
+    # Add dynamic pluralization for better UX
+    customer_label = "customer ID" if len(customer_ids) == 1 else "customer IDs"
     console.print(
-        f"[bold blue]📦 Successfully fetched [bold cyan]{len(customer_ids)}[/bold cyan] customer IDs[/bold blue]"
+        f"[bold blue]📦 Successfully fetched [bold cyan]{len(customer_ids)}[/bold cyan] {customer_label}[/bold blue]"
     )
     console.print()
 
-    with console.status("[bold green]⚙️ Processing customers..."):
+    processing_label = "customer" if len(customer_ids) == 1 else "customers"
+    with console.status(f"[bold green]⚙️ Processing {processing_label}..."):
         futures = process_customer.map(customer_ids)
         # Explicitly wait for results to avoid AttributeErrors on futures
         results = [f.result() for f in futures]
@@ -95,18 +98,21 @@ def main():
     console.print(table)
     console.print()
 
+    # Add dynamic pluralization and visual breathing room to the result panel
+    result_label = "customer" if len(results) == 1 else "customers"
     console.print(
         Panel.fit(
-            f"[bold green]Successfully processed [bold cyan]{len(results)}[/bold cyan] customers in [bold cyan]{duration:.2f}s[/bold cyan]![/bold green]",
+            f"[bold green]Successfully processed [bold cyan]{len(results)}[/bold cyan] {result_label} in [bold cyan]{duration:.2f}s[/bold cyan]![/bold green]",
             title="✨ Result",
             border_style="bold blue",
+            padding=(1, 2),
         )
     )
 
     console.print()
     console.print(Rule("🚀 Next Step", style="bold blue"))
     console.print(
-        "[bold blue]➡️[/bold blue] [bold blue]Try running[/bold blue] [cyan]python 02_logging.py[/cyan] [bold blue]to learn about logging in Prefect![/bold blue]"
+        "[bold blue]➡️[/bold blue] [bold blue]Try running[/bold blue] [bold cyan]python 02_logging.py[/bold cyan] [bold blue]to learn about logging in Prefect![/bold blue]"
     )
 
     return results
diff --git a/02_logging.py b/02_logging.py
index 63ab2df..a075b01 100644
--- a/02_logging.py
+++ b/02_logging.py
@@ -25,10 +25,12 @@ def get_customer_ids() -> list[str]:
 def process_customer(customer_id: str) -> str:
     """Process a single customer."""
     logger = get_run_logger()
-    for _ in range(3):
+    steps = 3
+    for i in range(steps):
         # Add a brief pause to make the logging visible and realistic
         time.sleep(0.05)
-        logger.info(f"Processing customer {customer_id}")
+        # Add step progress to the logs for better clarity
+        logger.info(f"Processing customer {customer_id} (step {i+1}/{steps})")
     return f"Processed {customer_id}"
 
 
@@ -64,12 +66,17 @@ def main():
     with console.status("[bold green]🔍 Fetching customer data..."):
         customer_ids = get_customer_ids()
 
+    # Add dynamic pluralization for better UX
+    customer_label = "customer ID" if len(customer_ids) == 1 else "customer IDs"
     console.print(
-        f"[bold blue]📦 Successfully fetched [bold cyan]{len(customer_ids)}[/bold cyan] customer IDs[/bold blue]"
+        f"[bold blue]📦 Successfully fetched [bold cyan]{len(customer_ids)}[/bold cyan] {customer_label}[/bold blue]"
     )
     console.print()
 
-    with console.status("[bold green]⚙️ Processing customers with logging..."):
+    processing_label = "customer" if len(customer_ids) == 1 else "customers"
+    with console.status(
+        f"[bold green]⚙️ Processing {processing_label} with logging..."
+    ):
         futures = process_customer.map(customer_ids)
         # Explicitly wait for results to avoid AttributeErrors on futures
         results = [f.result() for f in futures]
@@ -104,11 +111,14 @@ def main():
     console.print(table)
     console.print()
 
+    # Add dynamic pluralization and visual breathing room to the result panel
+    result_label = "customer" if len(results) == 1 else "customers"
     console.print(
         Panel.fit(
-            f"[bold green]Successfully processed [bold cyan]{len(results)}[/bold cyan] customers with detailed logging in [bold cyan]{duration:.2f}s[/bold cyan]![/bold green]",
+            f"[bold green]Successfully processed [bold cyan]{len(results)}[/bold cyan] {result_label} with detailed logging in [bold cyan]{duration:.2f}s[/bold cyan]![/bold green]",
             title="📊 Result",
             border_style="bold blue",
+            padding=(1, 2),
         )
     )