EVALUATIONADVANCED LLMOPS

Build a Golden Evaluation Set

A golden set is a curated collection of representative test cases with expected outcomes or scoring criteria.

WHY IT MATTERS

It creates repeatable comparisons across model and prompt changes.

ENTERPRISE EXAMPLE

The support set includes routine cases, ambiguous cases, policy-sensitive cases and known historical failures.

OPERATING DECISION

Does the eval set contain the cases that have hurt you before?

REMEMBERTurn production lessons into regression tests.
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