Resources
Playbooks, guides, and best practices for AI-native E2E testing.
What Is No-Code Test Automation?
No-code test automation lets teams create and run end-to-end tests without writing programming code. Learn how YAML-based, plain English, and record-and-playback approaches compare, and which fits your team.
What Is Self-Healing (Auto-Healing) Test Automation?
Self-healing (auto-healing) test automation detects and repairs broken tests automatically when the UI changes. Learn the three types of healing: locator fallback, visual, and intent re-derivation, with the honest limits of each and where Shiplight's intent-cache-heal pattern fits.
YAML-Based Testing: A New Approach to E2E
YAML-based testing replaces complex Playwright scripts with declarative intent files. Learn how this approach works, why it makes tests more maintainable, and see a complete YAML test example.
Best AI Testing Tools in 2026: 14 Platforms Compared
An honest comparison of 14 AI testing tools and layers, from agentic QA platforms to visual testing and browser grids. Includes strengths, limitations, and a practical selection guide.
Shiplight vs testRigor: Intent-Based Testing Compared
Shiplight keeps tests in your git repo and lets your coding agents author them, on a runtime built on Playwright; testRigor keeps them in a vendor console authored by QA staff. The architectures differ at every layer: where tests live, who authors them, how failures heal, and what you can take with you.
From Human-First to Agent-First Testing: What a Year of Building Taught Us
We built a cloud-based testing platform for humans. Then AI coding agents changed everything. Here's what we learned building a second product for agent-first workflows.