Evaluating AI apps beyond vibes

A field guide to the three metrics that actually predict user trust.

Shipping reliable software is less about heroics and more about habits. In this note we share what we've learned running this practice across dozens of client projects.

Start by measuring where time and risk actually go, then fix the biggest bottleneck first. Small, repeatable improvements beat big rewrites every time.