Approach
Domain mastery, directing AI, into working software.
The hard part isn’t the AI — it’s knowing exactly what to build. This is how I do it.
01
Domain mastery
I’ve run the planning, material, and BOM mechanics most software is built without ever touching. So the problem is fully understood — in operational terms, not a spec — before a line of code exists.
02
AI orchestration
I direct AI to turn that operator insight into real, version-controlled, deployable software — fast. Not “I use AI”: a method for compressing the distance between knowing the problem and shipping the fix.
03
Working software
What ships is tools people use on the floor, not decks they file. Owned codebases, real data models, deployed and iterated — like the ones running on this site.