Faking the System: Up to 50% of Green CI Tests Lack Real Value

To audit AI-generated tests, score how many mirror the code instead of checking it. Green CI proves your tests agree with the code, not that it is correct — and when one agent writes both, they often just mirror it. mirror_audit.py reads the test source with ast, never runs it, and scored a one-pass