QA notes for people who'd rather learn by doing.
Liquid Glass uses transparency and light to communicate hierarchy. From the QA side, that brings concrete visual regression and accessibility problems, plus a real case of a feature that was actually a bug.
Sentient UX combines behavioral signals to adapt the interface live. Here's what gets complicated when it's time to write tests against that.
A pragmatic loop for isolating, quarantining, and root-causing flaky end-to-end tests — instead of deleting them and losing the signal.
A short decision guide for teams standardizing their browser automation tooling — based on stack and parallelism needs, not benchmarks.