Prefix-Cache-Friendly SubAgent Derivation: A fork()-Style Design

This post records some of my personal ideas about LLM agents. Recent Work Recently, I built a CLI tool for my own daily use (OMG CLI). While designing it, I borrowed heavily from kimi-cli. When it comes to CLI design, many people in the industry (including me) usually think about two things: How to save context. How to keep attention focused. So today I want to share my different perspective and practice on these two points. Read more...