Writing
Systems, AI-native engineering, product strategy, and building with leverage.
2026
What I Mean by AI-Native Operator
Using AI at work is not the same as being AI-native. The difference is whether the work itself gets redesigned around it.
A note on coding agents and constraints
The main problem with AI coding agents is not model capability. It is how much room we give them to guess.