How to Build a Durable Change-Control Gate for AI Agents August 27, 2026 by Daniel Martin AI agents that trigger real-world changes need more than confidence scores. A durable change-control gate should recheck policy, require approval for consequential actions, enforce idempotency and verify the result before retrying.