TDD

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…