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Marc-André Bombeck
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The daily AI-token gate was a flat 25,000/day for every provider. That cap exists to bound the OPERATOR's API bill, but a ChatGPT-OAuth (Codex) or BYOK chain egresses on the USER's own plan/key and costs the operator nothing, so gating it on the operator-cost ceiling is wrong. A single gpt-5.x reasoning turn legitimately reports 20k-40k gross total_tokens (re-sent system prompt + inventory + tool defs per round + hidden reasoning, summed across rounds), so one or two turns exhausted the flat cap and locked the user out of a plan they pay for. Classify the chain's cost owner by its primary provider via resolveDailyCap: an admin-openai primary (operator pays) keeps the operator-cost cap; every user-egress primary (codex/openai/anthropic/local) gets a generous abuse-only ceiling. Threaded into the Coach chat gate and both OCR-extract modes. Raise the operator-cost cap 25,000 -> 200,000 so the operator-key path also survives a normal day of reasoning turns, keeping gross-token accounting rather than reworking the reconcile math. Subtract cached input tokens at reconcile: the Responses-API gross total still includes prompt-cached input the user did not re-pay for. The codex client already parsed cached_tokens; sum it through the tool loop and bill total_tokens minus cached.