Hi Product Hunt community! 🦊 I'm the creator of CodeFox-CLI. As a backend developer, I spent way too much time copy-pasting code into ChatGPT for quick checks, or dealing with heavy IDE plugins that didn't always understand the full context of my project. I wanted a tool that was fast, lived in my terminal, and - most importantly - respected my privacy. That’s how CodeFox was born. Why use CodeFox-CLI? Local-First: It integrates seamlessly with Ollama. You can run top-tier models like DeepSeek-Coder or CodeLlama locally, so your proprietary code never leaves your machine. RAG-Powered: Unlike simple AI wrappers, CodeFox uses Retrieval-Augmented Generation to scan your project and provide context-aware suggestions. Senior-Level Insights: It doesn't just "fix bugs"; it provides "Senior Tips" to help you grow as a developer. Open Source: It's built for developers, by a developer. Transparency and community feedback are at the heart of this project. I’m currently in the early stages, using it daily in my own workflow. My next big goals are Git Hooks integration and a CI/CD mode. I’d love to get your feedback! How are you integrating AI into your code review process? What features are you missing in current tools? I'll be here all day to answer your questions! 🚀

Forum Threads

p/codefox

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5mo ago

How do you review AI-generated code in production?

As more teams ship AI-generated code, we kept running into the same problem: traditional code review tools focus on style and lint-level issues, while the real risks are in execution flow, state handling, and silent regressions.

That s exactly why we built CodeFox - an AI reviewer that analyzes what actually happens at runtime, not just how the code looks.

It highlights things like:

data integrity breakages
behavioral changes between OLD vs NEW code
async blocking and race conditions
real exploit and failure scenarios

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CodeFox

Private AI code reviews in your terminal via Ollama & RAG

Private AI code reviews in your terminal via Ollama & RAG

Forum Threads

How do you review AI-generated code in production?

Forum Threads

How do you review AI-generated code in production?