An agent that runs its own tests and reports on its own results is the oldest closed verification loop in software engineering. The final layer of the agentic governance stack is the one that runs in a clean environment, operates independently of the agent's session state, and treats the agent's self-report as a claim to be confirmed, not a conclusion to be accepted.
The Agent's Word Is Not Enough: External Validation in the Agentic Governance Stack
