Practice
I work from specifications toward functioning systems. My current practice focuses on autonomous agent infrastructure, accessible public-service interfaces, and small tools that make complex work easier to operate.
Method
I prefer direct evidence over product theatre: working builds, inspectable decisions, clear limitations, and writing that explains what changed during implementation.
Writing
Technical writing is part of the engineering process. I publish what I learn about AI systems, design tooling, and the practical gap between a promising idea and reliable software.