Your Test Suite Now Mostly Proves the AI Agrees With Itself

AI tools increasingly generate the spec interpretation, code, and tests together, which can make “passing” tests less meaningful.

Because the model can agree with itself, a green build may hide spec drift and missing requirement coverage.

The article highlights DQA as a way to compare requirements, code, and tests separately for independent verification.

That separation helps teams confirm whether each requirement is truly implemented and actually tested.