AINewsnow

Tokens Outlive the Free Server

The crash is not the interesting part. The second after it is. Your free server can vanish mid-request. The model call it started does not vanish with it. That asymmetry is the whole architecture problem, and most small deployments ignore it. You run two lanes. One sits on a server you control loos…

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  1. 2026-11-07 18:33 · DEV Community — AI
    Tokens Outlive the Free Server

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