Resources
Playbooks, guides, and best practices for AI-native E2E testing.
How to Monitor Test Suite Health in Real Time With Live Test Dashboards and Reporting
A test suite is not “healthy” because it passes. It is healthy when it produces reliable signal fast enough to influence decisions, when failures are actionable, and when the team trusts it under pressure.
Your Critical-Path Suite Is Not a Smaller Regression Suite
Teams that deploy confidently do not treat pre-production testing as a last-minute scramble to run the important stuff. They treat it as a design problem. The question is not how to run fewer tests before deploy. The question is how to choose the handful of tests that actually protect the business w
Security and Governance for Agentic QA: How Shiplight AI Makes Browser Verification Enterprise-Safe
AI-native development teams are moving faster than traditional QA systems were designed to handle. When a coding agent can implement a feature in minutes, the bottleneck shifts to verification: did the UI change actually work in a real browser, across real flows, without introducing regressions?
Shiplight Desktop’s Integrated Browser Sandbox: Faster Local QA Without the Usual Risk
Modern product teams ship UI changes at a pace that would have been unthinkable a few years ago. The upside is obvious: faster iteration, tighter feedback loops, and more opportunities to improve the product. The downside is quieter, but more expensive: local verification becomes inconsistent, debug
Most MCP Server Reviews Miss the Point
The first wave of reviews for browser-connected MCP servers has focused on the obvious question: can an AI coding assistant open a browser, click around, and confirm that a UI change works?
Why modern QA teams are moving test definitions into Git
End-to-end testing usually breaks down for one of two reasons: the suite becomes too brittle to trust, or it becomes too hard to change quickly. Both problems get worse as the organization scales. More contributors touch the product, more UI surface area changes each week, and more releases depend o