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Make Token Spend a Chunk-Level Ledger Before a Stream Cut Rewinds the Step

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

At 02:40 my nightly eval loop stopped mid-sentence, and at 09:00 I had two numbers that could not both be right. The worker reported 6,400 tokens spent for the run; the gateway reported 11,900. Which one do you believe when the pass rate also dropped and nobody changed the prompts? My loop was not…

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  1. 2026-09-15 03:07 · DEV Community — AI
    Make Token Spend a Chunk-Level Ledger Before a Stream Cut Rewinds the Step

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