Deployment is the starting line for agentic systems, not the finish. This module covers continuous validation through automated QA agents, drift detection, and semantic testing that runs faster than system evolution. You'll implement the Assure Loop with golden prompt suites, reasoning validation, and trust record creation that feeds directly into your governance systems.

Operation becomes active supervision with rollback authority and bounded autonomy. You'll learn to configure supervisor agents, establish operational dashboards, and implement reflection processes that convert incidents into learning. The Reflect Loop ensures every failure strengthens your system's governance rather than weakening trust.