A Docker security gateway that controls AI agent access to the operating system with deterministic policies

A security workbench that links requests across protocols into reproducible test flows

An AI safety guardrail that checks coding agent actions locally before execution

Security help for defenders: grade your site's security headers (fixes + README badge) and read logs/code to find what happened.