July 8, 2026 How My Setup Learns While You Sleep

TL;DR: The thing that makes an agent get better over time is a loop, and the loop is the same whether you buy it or build it: capture raw interaction, consolidate it on a schedule, and keep the lesson…

June 5, 2026 Architecting Skills: How Code Makes AI Agents More Reliable Over Time

TL;DR: An agent skill starts life as a markdown file full of instructions. It works, sometimes. Then you watch it fail in ways that are hard to predict, and you notice a pattern: the steps that break …