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Shipping faster with AI isn't engineering maturity. It's a demo that hasn't met year two yet.

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

Every AI rollout comes with a dashboard. PRs merged per week, time from ticket to prototype, model accuracy on the eval set. All of those numbers go up and to the right in the first quarter, and all of them are measuring the same thing: how fast you can produce something new. None of them measure w…

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  1. 2026-10-08 06:53 · DEV Community — AI
    Shipping faster with AI isn't engineering maturity. It's a demo that hasn't met year two yet.

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