Developer tools1 sources·Published

Reliability audit tool for LLM-as-judge evaluation pipelines

Teams ship evals built on an LLM judge and trust its verdicts, but a judge can be perfectly self-consistent while being systematically wrong. There is no cheap way to test whether a judge actually tracks quality.

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llm judge auditjudge bias detectoreval reliability checker

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Signal strength

Why this is worth a look — three verifiable signals, not a black-box score.

  • Cross-source

    1 independent platforms · 1 related discussions

    Weak

  • Discussion heat

    Discussion heat medium · 122 Hacker News mentions

    Medium

  • Freshness

    5 days ago

    Strong

Related topics

LLM-as-judgeevalsjudge biasbenchmark reliability

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