Best Practices

Insights on AI QA, browser automation, and release workflows for teams shipping product-critical software.

A browser workflow that connects an action, a fresh observation, and a decision about the next step.

Best PracticesOct 20, 20266 min read

From Clicking to Understanding Change: The Value of Visual AI QA

Why visual AI QA agents observe page changes after actions, recognize unexpected interruptions, and check what users can actually see beyond the DOM.

A browser window protected by a check-mark shield, with cards for sign-in, saved projects, access, billing, and search.

Best PracticesOct 16, 20267 min read

SaaS Regression Testing Checklist: Critical Flows to Cover

A practical SaaS regression testing checklist covering onboarding, permissions, billing, data persistence, and integrations, with explicit pass criteria.

A product change creating a second backlog of test maintenance work.

Best PracticesOct 14, 20266 min read

Don't Let Your Cypress Suite Become a Second Project

How to reduce Cypress maintenance by protecting user behavior, choosing the right test layers, and making browser test failures easier to diagnose.

Browser failure report with screenshots, recordings, logs, and a review checklist.

Best PracticesAug 4, 20268 min read

What a useful test failure report should include

A practical checklist for turning failed browser tests into evidence your team can triage quickly.