Writing
Blog
Notes on shipping AI-native products fast: MCP servers, headless CMS architecture, product UX and performance at scale.
- 1 min readProcessProduct
What shipping in weeks actually costs
A clickable prototype in three weeks is not a discount on engineering. It is a decision to spend the budget on learning first, and it changes what you build.
- 2 min readMCPAI
Designing MCP tools that earn their keep
Most MCP servers expose a database. The useful ones expose the operations a business actually performs — and that distinction decides whether an assistant is trustworthy.