Contents
Software engineer at Amp Frontier Corporation, working on Amp, the coding agent. Founder of Aisbach.
Writing about coding agents, software, and AI in production.
Selected Writing
All writingLLMs are like Kirby: swallow a sword knight, get a blade; swallow the magician, breathe flames. What used to be external tooling becomes native capability.
I never used /compact. The summary always lost my instructions. So I built handoff.
How skills in Amp enable just-in-time tool discovery by bundling instructions, MCP servers, and toolboxes into self-contained packages.
Why deferred tool loading in LLM agents sounds simple but isn't.
Current
Working on Amp. Recording How AI Is Built.