I built a multi-model code review tool ~ looking for open source projects to stress-test it (free)

I spent months building a CLI that sends your code to multiple LLMs in parallel (Claude, GPT, Grok, Gemini, DeepSeek) for independent review, then has a lead model triage the findings. Each reviewer sees the code cold — no shared context, no conversation history.

First real test: 5 P1 bugs found. External review said 0/5 were real. The tool was confidently wrong.

I wrote about the failure, what caused it, and how I fixed it (verification gate, evidence requirements). P1 precision went from 0% to ~70%. Full writeup with numbers: aharoj.io/blog/sweep

The code isn't open source (yet). What I need right now are real codebases to run it against; especially anything with auth, state management, or complex control flow. I'll share the full results publicly.

If you maintain an OSS project and want a free multi-model review, drop a link or DM me.

Posted Mar 14, 2026, 7:22 AM UTC

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