Kirby Is Eating Context Engineering
LLMs are like Kirby: swallow a sword knight, get a blade; swallow the magician, breathe flames. What used to be external tooling becomes native capability.
Nicolay Gerold
Writing about software, AI, and coding agents.
Latest posts
How I Built Handoff in Amp
I never used /compact. The summary always lost my instructions. So I built handoff.
Tool search is dead, long live skills
How skills in Amp enable just-in-time tool discovery by bundling instructions, MCP servers, and toolboxes into self-contained packages.
Tool search should not be search but discovery
Why deferred tool loading in LLM agents sounds simple but isn't.