Writing

May 9, 2026

Building a Workspace Agents Can Actually Use

How QMD, jCodeMunch, and a local-first agent memory vault made AI workflows portable across Claude, Codex, OpenCode, and whatever comes next.

March 2026

Margot Technical Paper

A technical overview of Margot's coordinator, memory architecture, tool ecosystem, browser automation, scheduled workflows, and iOS client.

February 23, 2026

It's the Wizard Not The Wand

How a weekend experiment with the OpenAI API turned into a multi-agent desktop assistant with four-layer memory, browser automation, and an iOS companion app.