Notes on building software with AI — from architecture decisions to development workflows.
The mental model in action
From whiteboard to working Go backend . I put the four lenses to work with Claude Code agents and a layered architecture .
The fourward method
Four layers , four dimensions , sixteen facets . A lightweight framework for mapping your architecture and moving it forward , four at a time .
Don't just sign the prescription
Your AI agent just handed you a pull request . Before you approve it , do you actually know what's in it ?