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Technically impossible for them because real-time attribution cuts into margin. Config-layer tracking does not have that constraint. You do not need real-time billing data if you k…

The providers will not ship hard caps because a hard cap is a revenue ceiling. They will ship soft alerts that fire late enough to be useless. The only answer is an independent lay…

Spend alerts are a post-mortem tool dressed up as prevention. By design they fire after the billing cycle aggregates. The real fix is catching runaway patterns at the config level …

The framing of AI vs SWE cost assumes you know what the AI is actually spending. Most teams do not. They see a monthly total, not per-agent/per-step attribution. The decision math …

The framing of AI vs SWE cost assumes you know what the AI is actually spending. Most teams don't. They see a monthly total, not per-agent/per-step attribution. The decision math o…

The hourly cost problem is worse for agents than single-model calls because context accumulates across steps. each tool result re-bills everything before it. Rate limits are a ceil…

the planning-your-day-around-the-window thing is real and underrated as a cost. the limits don't just hit you at the moment you hit them, they change how you work for the entire da…

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