AI & Agents

I build hands-on with LLMs — local-first coding agents, Claude Code plugins and skills, MCP servers, and the occasional experiment in breaking my own models. This page tracks what I'm shipping, reading, and tearing apart.

Current Focus

Tools & Experiments

nip-session.sh
$ nip "refactor getUser to async/await and add a cache"
> reading src/api/users.js ... [ok]
> plan: promisify callback, wrap with async, add LRU layer
> applying patch (3 hunks) ... [ok]
> running tests ... 12 passed, 0 failed.
> agent status: idle.

Writing on AI