A builder’s notes

Perspectives on architecture, AI and product development, informed by work on real systems.

PERSPECTIVE / PRACTICE

As code generation accelerates, framing the problem and judging the result become more valuable.

PERSPECTIVE / PRACTICE

Retail is a real systems-design test: limited time, varied devices and errors with immediate consequences.

PERSPECTIVE / PRACTICE

A useful connection turns a user request into a traceable operation with a result that can be checked.