Assurance
Evidence, verification, governance and change control: showing that a system can be trusted.
- The decision gate for agent-proposed code AI reviewers leave comments and policy engines return deny, but neither reads a diff and decides on it. A gate that routes sixty agent-proposed changes into applied, refused, or one reviewer item — with the model kept strictly advisory.
- The tests never reached the bug: evaluating a legacy migration done by AI A pipeline scored a perfect parity match and failed the artifact anyway. Here is why, and why a confidence score should be arithmetic a person can re-run.