About

Systems before tasks. I look for where boundaries blur, where change is risky, and where a small amount of structure makes good work easier to repeat.

Explanation is part of the deliverable. Models, tests, and runbooks should reduce tribal knowledge — not relocate it behind a single expert.

That instinct also shapes how I teach and collaborate. I like turning complicated technical ideas into models people can inspect, question, and reuse — whether that means a diagram, a test, a runbook, or a conversation at a whiteboard.