Offline tests cannot cover every changing input distribution or provider behavior.
EVALUATIONADVANCED LLMOPS
Continuous Evaluation
Continuous evaluation samples production behavior and checks whether real-world quality remains within expected bounds.
Synthetic shadow cases and sampled anonymized signals detect a grounding regression after deployment.
What production signal indicates the offline eval no longer represents reality?
REMEMBEREvaluation continues after release.
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