#says done but fails

VinvAI

An autonomous swarm that finds bugs, dead code and performance issues in your codebase — and fixes them with closed-loop RL. Nine oracles hunt a real run, your own coding agent does the edit, and nothing lands unless it passes acceptance tests the agent never sees. Local, no API keys.

Debuggers Testing #python