nit

# nit AI code review that runs on your machine. No SaaS, no API keys, no sending your code anywhere. --- ## Overview Nit is a self-hosted AI code review agent. Point it at a file, a folder, or a GitHub PR and it gives you a real review instead of just style suggestions. ## Features - Review local files and directories - Generate tests for individual files - Review GitHub PRs, commits, and file URLs - Stream output in real time as the model is thinking - Web UI included out of the box ## How It Works Nit runs two models back to back. (`qwen2.5-coder:14b`) performs the full review across correctness, security, performance, style, and test coverage. A smaller model (`qwen2.5-coder:7b`) then critiques the output and flags anything weak or missing. No AI frameworks. Just a Spring Boot backend making raw HTTP calls to a local Ollama instance with structured prompts. ## Prerequisites - [Ollama](https://ollama.com) installed and running - Java 17+ ## Getting Started Pull the models: ```bash ollama pull qwen2.5-coder:14b ollama pull qwen2.5-coder:7b ``` Clone and run: ```bash git clone https://github.com/ChauAry21/nit.git cd nit/nit-agent ./mvnw spring-boot:run ``` Open `http://localhost:8080` in your browser. ## Configuration | Variable | Default | Description | |---|---|---| | `OLLAMA_BASE_URL` | `http://localhost:11434` | Ollama instance URL | | `GITHUB_TOKEN` | - | Required for private GitHub repo access | ## Roadmap - [ ] Docker Compose setup for one-command local deployment - [ ] CLI interface (`nit-cli`) - [ ] Multi-provider support (bring your own API key) ## Tech Stack | Layer | Technology | |---|---| | Backend | Java 17, Spring Boot | | AI Inference | Ollama (`qwen2.5-coder:14b` / `7b`) | | Streaming | Server-Sent Events (SSE) |