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LLMs on Consumer Hardware — Part 8: The QA Problem — Why 'It Ran' Isn't 'It Works'

Part 8 of a series. Previously: Part 7 — The Strategist . By this point the team could build things and, when blocked, adapt. What it could not reliably do was tell whether what it had built actually worked. That job belonged to Hans, the QA agent — the member of the team whose entire role is to ru…

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  1. 2026-10-31 02:37 · DEV Community — AI
    LLMs on Consumer Hardware — Part 8: The QA Problem — Why 'It Ran' Isn't 'It Works'

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