How to Build a Control Plane for AI Agents

Granting AI agents the ability to act without a system to govern their authority creates a significant security risk where valid requests cause harmful outcomes. A robust architecture introduces a control plane that treats an LLM's tool use as a mere proposal, not a final command. This external system deterministically evaluates