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
- —Local-first coding agents (Ollama, Gemma, ReAct loops)
- —Claude Code plugins & authored skills
- —Model Context Protocol (MCP) servers for real dev workflows
- —Adversarial examples & model robustness in NLP
- —Browser-native inference with ONNX Runtime
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.