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Reserve Before You Spend: A Token Ledger for Free Remote Agent Workloads

A batch agent job usually fails at the least convenient moment: the run has already written half its outputs, and the remote model endpoint returns a quota error. The scenario below is illustrative rather than a reported incident, but the shape is common enough to plan for. A repository maintenance…

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  1. 2026-11-08 19:26 · DEV Community — AI
    Reserve Before You Spend: A Token Ledger for Free Remote Agent Workloads

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