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CodePilot

An open-source AI engineer that watches your repo, understands your codebase, and automates your dev workflows.

Project Description

CodePilot is a self-hosted AI agent that continuously monitors your GitHub repo, understands your architecture, and automates code review, documentation, and test generation using LLMs and AST parsing.

Setup Instructions

  1. Clone the repository:

    git clone https://github.com/yourusername/codepilot.git
cd codepilot

  2. Set environment variables in .env.example and copy to .env.

  3. Build and run with Docker:

    docker build -t codepilot .
docker run --env-file .env codepilot

Technologies Used

  • Java 17
  • (Planned) Tree-sitter/JavaParser for AST
  • (Planned) FAISS/Qdrant for vector search
  • (Planned) OpenAI/Cohere/Claude for LLM
  • Docker

What I Learned

  • Real-time repo monitoring with Java
  • Integrating with LLMs for code review
  • Securely managing environment variables
  • Java project structure and best practices