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Free Tokens Without a Free Server Are Just a Demo

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

Last week a friend showed me an AI feature that worked flawlessly on his laptop. He had free model tokens, a carefully tuned prompt, and a demo that made the whole room nod. Then he deployed it to a real server, handed the URL to two testers, and the bill arrived before the feedback did. That story…

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  1. 2026-08-28 03:13 · DEV Community — AI
    Free Tokens Without a Free Server Are Just a Demo

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