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Making LLM-as-Judge Scoring Reproducible and Trustworthy

This story is from 2026-10-23. It is preserved in the archive; the latest stories are on the live feed.

I love using a language model to grade another model's output. A judge model can score "is this support reply empathetic and correct?" in a way that a regex never will. But the first time I wired one into CI, my test suite started flaking: the same input scored 0.8 one run and 0.55 the next, and a…

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  1. 2026-10-23 09:30 · DEV Community — AI
    Making LLM-as-Judge Scoring Reproducible and Trustworthy

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