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Gate Jobs on Tokens per Accepted Artifact Before Retries Eat the Budget

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

Last Tuesday our batch lane burned 3.1 million tokens before 09:00. Only forty-nine of sixty jobs produced an artifact we could ship. Queue utilization looked healthy at 41%. The token graph went up 4x. So which operational action follows from that evidence? Not a bigger queue. A budget gate. Here…

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  1. 2026-10-18 06:47 · DEV Community — AI
    Gate Jobs on Tokens per Accepted Artifact Before Retries Eat the Budget

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