Agent Cost Engineering

Token Cost Engineering in Agent Loops — Prompt Caching and State Pruning

Output tokens cost 5× more than input. In agent loops, both compound. Two targeted fixes — prompt caching and state pruning — cut per-incident cost by ~25%.