Reddit debate: enforcing real-time OpenAI API spend caps across concurrent agents
Immediate_Menu_3695 · reddit · 2026-11-05
A Reddit developer highlights a common pain point: OpenAI's monthly budgets and usage alerts only notify after the fact and can't stop an expensive job mid-run. With multiple agents making repeated tool calls, background retries, and concurrent requests, individual requests look cheap but total spend climbs fast.
They ask how teams handle this: building per-request token/cost tracking yourself, or using a tool that enforces app-wide hard budgets without killing legitimate workloads. The core tension: knowing what you spent is very different from controlling it.
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