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Your First On-Device AI PR: Ship a Golden Set and Rehearse the Rollback

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

It is 9:40 on a Tuesday, and a junior engineer on your team has just cloned the notes app repository onto a laptop with 8 GB of RAM and no GPU. The ticket says: add a summary to the note detail screen, and make it work on the phone rather than round-tripping every keystroke to a server. She writes…

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  1. 2026-09-15 03:08 · DEV Community — AI
    Your First On-Device AI PR: Ship a Golden Set and Rehearse the Rollback

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