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Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria

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

The review passed. The deployment failed. An engineer moved a code-review agent to a free server. The model answered correctly in every test. Then the server hit its quota at 2:47 PM on day three. Fourteen pull request verdicts vanished with the session. No state. No logs. No retry. This is the rev…

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  1. 2026-08-28 03:23 · DEV Community — AI
    Not Every Workload Belongs on a Free Server: Red Flags and Exit Criteria

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