Notes from the workbench. Short, specific, kept current.

A small running index for design decisions, shipped work, and the practice around the portfolio itself.

1. Jul 17, 2026AILearning to Work with AI, Not Just Use ItAfter experimenting with AI in browsers, IDEs, and CLI tools, I began building a multi-model workflow that assigns planning, backend, and frontend tasks to different models. This changed how I think about context, cost, and AI-assisted development.
2. Jul 13, 2026MakingTools are part of the materialDesign work here moves between Figma, code, motion, 3D, and AI agents; the interesting part is deciding which tool owns which decision.
3. Jul 13, 2026PracticeThe portfolio as a working archiveThis site is becoming less of a gallery and more of a maintained record: selected case studies, older project notes, and the traces behind them.
4. Jul 13, 2026ProductEthics before interface in AnimusA short record of why the hardest part of Animus was not voice synthesis, but the boundary around what the system is allowed to say.