Resources
Playbooks, guides, and best practices for AI-native E2E testing.
Self-Healing Tests vs Manual Maintenance: The ROI Case
Traditional test maintenance consumes up to 60% of QA effort. Self-healing test automation can cut that by 95%. Learn the ROI framework for making the switch and how intent-driven healing delivers measurable savings.
Shiplight vs Katalon: Which AI Testing Tool Fits?
Shiplight runs in CI with no separate execution license, keeps portable YAML your coding agents author in your own repo, and is built on Playwright. Katalon gates CI behind a paid Runtime Engine and authors in a Groovy desktop IDE. Here is how they differ.
Shiplight vs Mabl: AI Testing Platforms Compared
Shiplight and Mabl take opposite bets on where tests live and who authors them. Compare test ownership, coding-agent integration, self-healing, run economics, and Playwright compatibility.
Shiplight vs QA Wolf: Agent-Native Testing vs Managed QA
Shiplight lets your team and your coding agents own testing in your repo, on Playwright you control, with coverage that scales as fast as your agents ship. QA Wolf is an outside human QA service. Here's where the two designs diverge.
What Is Agentic QA Testing?
Agentic QA testing uses AI agents that autonomously create, execute, and maintain tests. Learn how it works, how it differs from AI-augmented automation, and how Shiplight enables coding agents to verify their own work.
What Is AI Test Generation?
AI test generation uses large language models to create functional tests from natural language descriptions, PRDs, or application exploration. Learn how it works, how it differs from record-and-playback, and what to look for in a modern AI test generation tool.