🔧 LLM-as-Judge Shouldn't Aggregate Scores: Binary Checks as Evidence, One Holistic Verdict

What this article gives you: How to design LLM quality evaluation around "binary checks + a named verdict" instead of numeric scores. Includes a judge prompt structure you can reuse by swapping in your own evaluation target.


Having an LLM evaluate deliverables is called LLM-as-judge. Once you introduce it, most people run into the same three...