Resources
Playbooks, guides, and best practices for AI-native E2E testing.
How to Test Vercel Preview Deployments Automatically
Every pull request on Vercel gets its own preview URL. This guide shows how to run E2E tests against that URL automatically: getting the preview URL in GitHub Actions, pointing your suite at it with an environment variable, gating merge on the result, and handling auth, test data, and webhooks honestly.
What Is Shiplight AI? The Verification Platform for AI-Native Development
Shiplight AI plugs into your coding agent, gives it eyes and hands in a real browser, and turns verifications into stable E2E regression tests. Here is what it does, how it works, and who it is (and is not) for.
Shiplight vs Playwright: Which Should You Use? (2026)
Playwright is a framework you write and maintain test code against. Shiplight is a full testing platform where you describe tests in plain intent and coding agents author, run, and self-heal them for you. Here is how the two approaches differ, and when raw Playwright is still the right call.
Empower Manual Testers: Best Low-Code Platforms for Automation
Manual testers are being asked to produce regression suites at AI coding-agent velocity. Here are the low-code options that make the transition real, and what the transition actually looks like at 30, 60, and 90 days.
Best AI Testing Tools for Web Apps (2026)
A web app testing stack guide for 2026: how to combine cross-browser platforms (BrowserStack), visual regression (Percy, Applitools), and AI-powered functional E2E for React, Vue, Angular, and Next.js applications.
How to Implement Self-Healing Test Automation Effectively
A practical implementation guide for self-healing test automation: multi-attribute locator strategy, new-vs-existing framework rollout, CI/CD wiring, human oversight, and the foundations (data-testid, visual testing) that make healing reliable instead of a source of silent bugs.