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#golden datasets

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AI · 7 Oct 2025 · 9 min

Evals before features: how we measure LLM quality

How we build evaluation harnesses for LLM features: golden datasets, rubric graders, human review lanes and regression tracking that stakeholders can read.

LLM evaluationAI qualitygolden datasets