I build, document, and iterate in public.

I am interested in the overlap between AI capability, software leverage, and the systems required to turn ideas into durable products. This site is where I write about what I am building, what is working, and what I am changing when reality pushes back.

The writing here focuses on AI workflows, software architecture, SaaS execution, and general technology. Not trend reporting. Not vague inspiration. Mostly the mechanics of building.