Sponge

Trusting an LLM to blindly auto-generate security patches without hallucinating is a massive operational risk for enterprise teams. Secure Mitigation System solves this as an autonomous, fail-closed purple-teaming engine powered by Meta Muse that cryptographically proves patches work before deployment. The engine utilizes a concurrent Map-Reduce architecture where Red Team agents hunt for computational flaws and Blue Team agents synthesize highly targeted fixes. To push the frontier of AI autonomy, the system dynamically provisions an air-gapped Docker sandbox to test the patched code against the original Red Team probes. If the Meta Muse patch succeeds without regression, it issues a verified receipt; if it hallucinates, it safely rolls back, ensuring true zero-trust AI security.