Product structure, design systems, and building with AI.
AI gives you the capacity. What you do with it is on you.
Craft series · Part 2 of 2
AI changed the economics. The excuse for half-finished products is gone.
Craft series · Part 1 of 2
Why context storage strategies should match operational rhythms: slow, medium, and fast-moving context layers.
Context Engineering series · Part 3 of 3
Choosing the right storage strategy for AI-assisted development: three approaches, their tradeoffs, and how to compose them into a functional stack.
Context Engineering series · Part 2 of 3
Why proprietary context and structured product knowledge matter more than model capability.
Context Engineering series · Part 1 of 3
A coffee journal, a roaster map, and 10 specialized AI agents that collaborate in markdown.
I'm a product designer with 15 years of experience. I spent 4 days building a full-stack field service management platform with AI. This is the complete story, from research to 726 TypeScript files.
Product-led growth in enterprise logistics: why the standard PLG playbook breaks down and how hybrid evaluation models bridge the gap.