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.

Outlines a three-step approach to LLM product evaluation: label representative data, align LLM-as-judge evaluators against human labels, and run the eval harness with each change to catch regressions.

Condenses LLM evaluation into a tight three-step loop that practitioners can apply without over-engineering a custom framework.

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