AI Engineering & Agent Development

AI engineering for the web, hands-on - local-first LLM coding agents, Claude Code plugins, MCP servers, browser-native ML, and the occasional experiment in breaking my own models. This page tracks what I'm shipping into AI-enabled web development.

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.

Training

Writing on AI