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Before the First Prompt: A Data-Class Gate for Free-Tier Model Trials

This story is from 2026-10-18. It is preserved in the archive; the latest stories are on the live feed.

The first prompt in that trial was supposed to be boring. Just "summarize the failing test." What actually left the laptop was 41 KB of pytest -vv output, and two of those lines contained a database URL with an inline password. Nobody wrote a policy that allowed that. Nobody wrote a policy at all.…

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  1. 2026-10-18 06:48 · DEV Community — AI
    Before the First Prompt: A Data-Class Gate for Free-Tier Model Trials

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