PATCHLOOP

A model may propose a cure.
It may never certify its own.

An exploit lands on a live service. A model writes the repair. A verifier it cannot influence decides whether it ships.

Exploit → Repair → Verify → Ship or reject

GitHub repository

Connect →

Repository context only. This demo runs the curated FastAPI security adapter; it never clones or executes your repository.

Runs live, in about seven seconds. Fake canary only.