Useful intelligence needs an operating system.
Exploring the workflows, evaluation habits, and human controls that make AI more useful in the real world.
Builder · operator · independent thinker
Make the useful thing.
I build, test, and operate practical systems at the edge of AI and business. This is where I keep the working notes.
Field notes
A living record of what I’m testing, noticing, and learning. Research is labeled as research; shipped work is labeled as shipped.
Evidence beats performance.
Make the claim smaller, test it sooner, and let reality decide what earns another week.
What I value
Simple standards for work that has to survive contact with reality.
Useful over loud.Attention is not the same thing as value.
Clear over clever.Good systems make responsibility easier to see.
Build to compound.Prefer knowledge, workflows, and trust that get stronger with use.
Have a useful problem?
Start a conversation—no pitch deck required.