Why it matters

Custom benchmarks match reality. Understanding shapes decisions.

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The architecture

Curate golden set from prod.

Scoring: LLM judge + human + business metrics.

Run across candidates.

Custom benchmark stackGolden setfrom prodScoringmulti-metricCompare candidatesobjective viewRAGAS + TruLens + promptfoo + custom judges combine for custom benchmarks
Custom benchmarks.
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How it works end to end

promptfoo + RAGAS + TruLens tooling.

Business metrics tie-in.

CI integration.

Regression tracking.