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The App Started Guarding Before the Invoice Arrived — an AI Cost-Cap Spend Guard in AIO Helper

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

Conclusion On April 16, 2026, I added a mechanism to the API server of AIO Helper, our SEO analysis SaaS, that stops processing before a site's monthly AI API spend exceeds its per-site cap (default $50). A request whose estimated cost exceeds the remaining budget is stopped before the AI is called…

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  1. 2026-10-06 01:01 · DEV Community — AI
    The App Started Guarding Before the Invoice Arrived — an AI Cost-Cap Spend Guard in AIO Helper

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