Usage
How I work with AI.
I keep frontier models wired into my CLI, my editor, and my agents — Claude for reasoning, GLM for speed, Kimi for breadth. Skills and docs keep them coherent; routing and caching keep them cheap. Below is everything I've actually pulled through the pipe — tokens, requests, cache hits, model mix — straight from the UMANS API.