Blurbs#

February 2026 — Tokens & Embeddings

You know the word “token.” Here’s what it actually means and how a word becomes a point in space, a location in a map of meaning that an LLM navigates to predict what comes next.

January 2026 — H2brO

I built a full-stack AI swim coach and tracker. I was the only user and then I stopped using it. What I built instead was 500 lines of TypeScript and no dashboard.

December 2025 — Handwritten Letters

My grandfather wrote 150 handwritten pages about his childhood in Depression-era Illinois. In 2016 I couldn’t digitize them. In 2026 it took an afternoon.