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Workshop: Grade a Free Model Swap With a Three-Row Fixture Deck in 65 Minutes

This story is from 2026-10-09. It is preserved in the archive; the latest stories are on the live feed.

A teaching lab can trust a free model swap only after three frozen prompts still score the same way. Students should be able to rerun those prompts next week and separate a wrong answer from a dead host. This session builds that separation as a fixture deck, a local scorer, and a short decision tab…

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  1. 2026-10-09 15:35 · DEV Community — AI
    Workshop: Grade a Free Model Swap With a Three-Row Fixture Deck in 65 Minutes

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