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Evals before prompts: a small eval harness for an LLM feature

This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.

Every LLM feature I have built started the same way: a prompt that worked on the three examples I had open. On the roof report extraction work, the examples I had open turned out to be the easy ones. Real uploads failed in ways I had not pictured, and the only thing that stopped me from fixing one…

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  1. 2026-10-25 18:49 · DEV Community — AI
    Evals before prompts: a small eval harness for an LLM feature

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