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Intelligence Is a Budget: The 4-Level Pyramid I Use to Run AI Agents in Production

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

Why running a general-purpose agent harness on a large model spent 1,000+ tokens to log a coffee, and how I balance autonomy and strict rules across my stack. Running a general-purpose agent harness on a large model burned 1,000+ tokens just to log a coffee. The first version of my personal expense…

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  1. 2026-10-28 15:53 · DEV Community — AI
    Intelligence Is a Budget: The 4-Level Pyramid I Use to Run AI Agents in Production

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