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A KV-cache tier caddy caught part-way into its bay in a serving rack, its cam latch still open, while a patch panel beside it already carries several request lines landed and settled from earlier replicas

AI Inference Economics in Practice: An Advanced Technical Guide

Cache hit rate, tier routing, batch windows and commitment terms are levers an engineering team actually turns. This is the configuration playbook: how to set each one, watch it in production, and catch runaway spend before the invoice does.

By Brecht Corbeel · October 3, 2026 · 21 min read

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