https://calyntro.com/blog/tags/engineeringpractice/Recent content in EngineeringPractice on Calyntro BlogHugoen-usWed, 01 Jul 2026 00:00:00 +0000https://calyntro.com/blog/posts/2026-07-03-tests-dont-care-who-typed-the-code/Wed, 01 Jul 2026 09:00:00 +0200https://calyntro.com/blog/posts/2026-07-03-tests-dont-care-who-typed-the-code/AI-generated code has the same failure modes as human code. But there's a subtler trap: when one model writes the spec, the test, and the implementation, it can validate its own mistakes. Here's how to break that loop.