
LLM Engineering •
How to Audit an LLM Judge: Right Verdict, Wrong Reason
How to audit an LLM judge in six steps: catch right-verdict, wrong-reason errors and set a mean-minus-2σ drift floor, using Netflix's rubric loop.
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How to audit an LLM judge in six steps: catch right-verdict, wrong-reason errors and set a mean-minus-2σ drift floor, using Netflix's rubric loop.

How to ground AI agent findings in evidence: validate every citation in code. Cloudflare's 3-state pattern plus a TypeScript checker you can copy.