Blog
Ideas I am working through.
Notes on learning, research, and building with AI.
Oct 8, 2026
Ridgewood: looking beneath the skill labels
How Ridgewood traces the abilities a task assumes and challenges the boundary of a skill, with a screenshot of its current algebra reference map.
Sep 12, 2026
Building Ridgewood
The complete guide to how Ridgewood works: its learning loop, interactive system map, diagrams, and development updates with screenshots.
May 17, 2026
Leveraging the Obvious (original publication)
On generic AI output, original observation, and the judgment useful work requires. Originally published on LinkedIn.