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Sandbox First: Why Free Servers Beat Token Grants for Agent Evaluation

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

A developer on a coding-agent trial received a fresh token grant last month, pasted a failing integration test into the chat, and watched the model produce a confident patch that crashed on the second run because the local database differed from the one the agent assumed. The tokens were never the…

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  1. 2026-08-25 04:36 · DEV Community — AI
    Sandbox First: Why Free Servers Beat Token Grants for Agent Evaluation

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