TDD

A developer argues that Gherkin and BDD were never primarily about testing but served as a coordination treaty between product, QA, and engineering. With AI reducing coordination costs, such artifacts…

A developer argues that AI evaluations are structurally identical to traditional software tests, just rebranded with new terminology. The post claims that the eval-tooling stack—golden datasets, judge…

A developer introduced Mechanically-Falsifiable Independent Control (MFIC), a discipline for enforced tests and runtime checks that prevent AI agents and human developers from being confidently and si…