~/ writing

Notes on systems, AI & leverage.

Field notes from the work — architecture, automation, applied AI, and the craft of shipping systems that hold up.

Automation that just moves work around isn't leverage. Real leverage removes the decision, not just the click.

Most things that look like a people problem or a tooling problem are actually a systems problem. Here's how I tell the difference.