Free Server, Free Model: Four Assumptions That Break Your First Deploy (And a Probe Script)
This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.
Your demo works on localhost. You push it to a free server. It dies. Why? Because the free box is not your laptop. It has different rules. I keep seeing the same four assumptions in review threads. Each one is checkable in minutes. None of them needs a benchmark suite. This post covers free model a…
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- 2026-10-19 22:26 · DEV Community — AI
Free Server, Free Model: Four Assumptions That Break Your First Deploy (And a Probe Script)