Source record

Published by eugeneyan.com (Eugene Yan) (T1.5 source). The original is at https://eugeneyan.com/writing/product-evals.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The source presents a three-step product evaluation process: label data, align LLM-based evaluators with human judgment, and run an evaluation harness for every change.

It turns model evaluation into a repeatable change-control loop, helping teams catch regressions before releasing agent behavior.

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