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Build an LLM Spend Governor: Budget Caps in Python — ContentBuffer guide

Build an LLM Spend Governor: Budget Caps in Python

K
Kodetra Technologies··10 min read Intermediate

Summary

A runnable Python governor that caps LLM spend per user and auto-downgrades models.

Your AI bill is the new outage

On June 26, 2026, CNBC ran a story that landed hard across engineering Slacks and Hacker News: the era of tokenmaxxing is over. Uber told its staff it had burned through an entire annual AI budget in four months and slapped a $1,500-per-month-per-employee cap on usage. Lindy's CEO Flo Crivello moved 100% of his company's API traffic off frontier models to a cheaper open-weight provider and watched the cost curve, in his words, "crash to the ground."

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