Cloud Custodian has reached a decade of serving as a stateless policy engine, now evolving to provide automated guardrails for autonomous AI agents. The tool manages high-cost GPU fleets and complex cloud infrastructure by enforcing security and compliance policies in real-time. This milestone highlights its transition from a standard management tool into a critical safety layer for governing machine-generated infrastructure code.