🚀 StackPilot

StackPilot is an agentic AI-powered developer platform that helps developers debug code, understand repositories, explain code snippets, and optimize resumes using intelligent AI workflows.

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🌟 Features

🐞 Debug Assistant

Analyze code and receive:

• Root cause analysis
• Error explanations
• Suggested fixes
• Corrected code snippets
• Debugging best practices

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📂 Repository Copilot

Connect a GitHub repository and ask questions about your codebase.

Capabilities:

• Repository architecture overview
• Folder structure analysis
• Route mapping
• Component relationships
• Dependency understanding
• Future plan recommendations

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💡 Code Explain

Paste code snippets and get:

• Step-by-step explanations
• Logic breakdown
• Time complexity analysis
• Space complexity analysis
• Optimization suggestions

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📄 Resume Reviewer

Upload your resume and receive:

• ATS compatibility feedback
• Resume scoring
• Skill-gap analysis
• Content improvement recommendations

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🛠 Tech Stack

Frontend

• React 19
• Vite
• Tailwind CSS 4
• React Router
• Clerk Authentication
• Lucide Icons

Backend

• Python
• Groq API
• Llama 3.3 70B

AI

• Meta Llama 3.3 70B
• Prompt Engineering
• Agentic AI Workflows

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📁 Project Structure

stackPilot/

├── client/

│ ├── src/

│ ├── public/

│ ├── package.json

│ └── ...

├── server/

│ ├── main.py

│ ├── routes/

│ └── ...

└── README.md

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⚙️ Installation

Clone Repository

git clone https://github.com/tichita7/stackPilot.git
cd stackPilot

Install Frontend Dependencies

cd client
npm install

Create Environment Variables

Create a .env file.

Frontend:

VITE_CLERK_PUBLISHABLE_KEY=your_key

Backend:

GROQ_API_KEY=your_groq_api_key

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🚀 Running the Project

Start Frontend

cd client
npm run dev

Frontend will run on:

http://localhost:5173

Start Backend

cd server

uvicorn main:app --reload

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🤖 AI Model

StackPilot uses:

• Llama 3.3 70B
• Groq Inference Engine

for:

• Repository Analysis
• Debugging Assistance
• Code Explanation
• Resume Review

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🎯 Why StackPilot?

Developers frequently switch between multiple tools for:

• Debugging
• Repository Analysis
• Code Understanding
• Resume Optimization

StackPilot brings these workflows together into a single AI-powered platform.

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👩‍💻 Author

Tichita Dhiman

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