A practical stack

Uses

The tools I currently use to build, publish, and maintain independent software. This is a working setup, not a recommendation list.

Computer and shell

Web publishing

Product work

AI in the workflow

I use AI tools to research, draft, review, and build. The finished product still has to stand on its own: it must work, make its limits clear, and give a visitor something more useful than another generated paragraph.

Public surfaces