Write Evals Before You Ship Your LLM Feature, Not After the First Bug Report
This story is from 2026-10-15. It is preserved in the archive; the latest stories are on the live feed.
TL;DR Teams that deploy AI features based solely on manual playground testing face unpredictable prompt regressions, silent schema drift, and unexpected provider errors in production. Writing evals before shipping establishes objective release criteria, combining fast deterministic assertions with…
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- 2026-10-15 09:54 · DEV Community — AI
Write Evals Before You Ship Your LLM Feature, Not After the First Bug Report