Three-Layer Safety for Autonomous Agents: Stopping the Infinite Loop

I watched an autonomous agent spend three hours and 40,000 tokens trying to close a GitHub issue that had an open dependency, only to fail because it kept hallucinating a force_close flag that didn't exist in the API. It didn't just fail; it entered ...