Autonomous agents in long research loops can exhaust an API budget before anyone notices. Provider dashboards and account-level alerts help after the fact, but they often fire too late for a single runaway session. A practical DIY baseline is a thin client wrapper that: tracks cumulative token or dollar cost per session refuses the next call once...
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