Posts tagged Validation — AI × software engineering, made practical.
Learn why an LLM-as-judge validator needs its own tests, fail-closed defaults, and separate alerting instead of being treated as trusted plumbing.
Your schema validator has one job — checking shape, not truth — and constrained decoding quietly turns that blind spot into a hallucination wearing a green checkmark.