Organizations typically run over 800 unsecured AI agents without proper security oversight. The post outlines a three-part framework of continuous discovery, governance policies, and runtime enforcement, using the Vercel breach as a case study to argue that traditional auditing cannot keep up with dynamic agent access patterns.