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Ask for a Ledger, Not a Demo

The demo is fine. The candidate posts a link, the chat box answers three questions, and the streaming works. Then you ask what happens on request four thousand, and the screen goes quiet. That silence is the whole interview. Anyone can get a model to answer once. The engineering is in what your ser…

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  1. 2026-11-07 17:52 · DEV Community — AI
    Ask for a Ledger, Not a Demo

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