Insights

Notes from the workshop.

Field notes on product engineering, design systems, AI, and building software teams that actually ship.

Shipping AI Features That Actually Work in Production

A field guide to building AI features that hold up outside the demo — evals, cost, latency, and the human in the loop.

The design system tropes that sound smart but slow teams down — and the boring practices that let a small system serve a big org.

LCP, INP, CLS — plus the newer metrics that quietly moved the goalposts. A practical playbook for fast sites in 2026.

Product engineering, AI, and design system essays — no fluff, no spam.