Why it matters

Eval datasets ground quality assertions. Curated + versioned + audited.

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The architecture

Curated prompts + expected behaviors.

Version dataset.

Audit trail.

Agent eval datasetsCurate promptshappy + edge + advExpected behaviorsanswers or scoresVersion + auditregressions visibleLangSmith, Braintrust, W&B Weave provide dataset mgmt
Agent eval datasets.
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How it works end to end

LangSmith datasets.

Braintrust evals.

W&B Weave.