I work on pragmatic software architecture, AI‑enabled delivery, and the quiet automation of everyday complexity.

A lot of my recent work is around AI in software delivery: using agents and language models to support analysis, architecture, implementation, testing, documentation, and review without losing human judgement.

My bias is toward useful, boring-in-the-best-way systems: clear context, explicit tradeoffs, tight feedback loops, and tooling that makes the right thing easier to do.

Nullpaw is my personal chat agent. It runs on my home server, works through Telegram, and can use a practical toolbox: calendar, email, files, shell commands, note-taking, and memory across conversations.

Thereabout is a self-hosted alternative to Google Location History. It turns location data into a browsable timeline and heatmap, and it can run locally or on a server.