Benzi

Benzi is free to use — actively in development, a work in progress.

Select a symbol in the graph → ask about it → Benzi queries the map and answers.

The full SWE-bench Verified set — 500 real GitHub issues from twelve Python repositories — run end to end on DeepSeek v4-flash , one attempt per instance, graded by the official swebench.harness.run_evaluation inside its own per-instance Docker images, with network access to GitHub and PyPI blocked inside every container.

StallionSwipe · Python, HTML, CSS, JS — a dating app for horses, greenfielded by Benzi from scratch in a single chat session. No image is a file: every horse portrait is procedural SVG, generated in code. Match with one and it flirts back through a real model, live. Frontend, backend, and the prompts — all written by Benzi. Try it live .

Or, try any repo of your choice at all here — point Benzi at any public GitHub repo and it builds the index live. benzi.fly.dev .

A sample of 16 of Benzi's 35+ tools — what falls out of actually resolving the code, from the index itself to the gates on every write.