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--- |
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title: CodePilot |
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emoji: "\U0001F916" |
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colorFrom: blue |
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colorTo: purple |
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sdk: docker |
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pinned: false |
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license: mit |
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--- |
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# CodePilot - AI Coding Assistant |
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**Multi-agent AI system that plans, writes, tests, and reviews code autonomously** |
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## What Makes This Different |
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| Feature | CodePilot | GitHub Copilot | Cursor | |
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|---------|-----------|----------------|--------| |
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| Multi-agent workflow | Planner > Coder > Reviewer | Single agent | Single agent | |
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| Sandboxed execution | Code tested before presenting | No | No | |
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| Codebase understanding | Hybrid search (BM25 + semantic) | Limited | Good | |
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| Quality report | Confidence, security, complexity | No | No | |
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## How It Works |
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``` |
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User Request |
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v |
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+---------------------------------------+ |
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| ORCHESTRATOR | |
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| +--------+ +--------+ +--------+ | |
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| |Planner |->| Coder |->|Reviewer| | |
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| +--------+ +--------+ +--------+ | |
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+---------------------------------------+ |
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| | |
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v v |
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+---------+ +----------+ |
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| Context | | E2B | |
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| Engine | | Sandbox | |
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+---------+ +----------+ |
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``` |
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1. **Planner Agent** - Searches codebase, understands context, creates implementation plan |
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2. **Coder Agent** - Writes code, uploads to sandbox, runs tests iteratively |
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3. **Reviewer Agent** - Reviews tested code, approves or requests changes |
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## Features |
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- **Autonomous coding** - Give it a task, it figures out the rest |
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- **Sandboxed execution** - Code runs in isolated E2B containers |
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- **Multi-agent architecture** - Specialized agents for planning, coding, reviewing |
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- **Codebase search** - Hybrid retrieval with BM25 + semantic search |
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- **Real-time feedback** - See what each agent is doing as it works |
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## Tech Stack |
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- **Python** - Core language |
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- **Claude Sonnet 4.5** - LLM for agent reasoning (Anthropic API) |
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- **LangChain/LangGraph** - Agent orchestration |
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- **E2B** - Sandboxed code execution |
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- **Chainlit** - Chat UI |
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## Environment Variables |
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| Variable | Description | |
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|----------|-------------| |
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| `ANTHROPIC_API_KEY` | Your Anthropic API key | |
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| `E2B_API_KEY` | Your E2B sandbox API key | |
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## License |
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MIT |
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