The T in vibe coding stands for testing (Part 3): Mutation testing the vibes

Theory said AI-generated tests are circular. Now let's get empirical. I ran mutation testing on vibe-coded tests and found an 85% mutation score. That means 15% of bugs would slip through. Spec-first tests hit 92%. Property tests found 11 real bugs that all example tests missed entirely.