Insights
Notes from the practice
Fresh writing for practitioners who care about signal quality as much as coverage numbers.
Building a Risk-First Automation Backlog
How to rank scenarios by blast radius instead of counting raw test volume.
Flake Budgets That Teams Actually Respect
A practical way to cap intermittent failures without freezing delivery.
Release Gates for Mixed-Stack Products
Aligning web, API, and mobile checks when they ship on different clocks.
Selector Strategy Without Brittle IDs
Stable targeting patterns that survive redesigns and component refactors.