The AutoQALabs Blog
Practical guides, release notes and lessons from real projects on test automation, Playwright and AI agents for QA.
What AutoQALabs does, piece by piece. Our QA process from exploring your app to reporting results, the AutoQA Agent, continuous testing in your CI/CD, and the three ways to work with us.
Newest first
Playwright 1.64 adds WebMCP tool testing, locator.within(), --shuffle, optional projects, better videos and API cookie control. What each feature means for end-to-end test automation, with plain examples and an upgrade checklist.
The Jest and Supertest setup we default to for API test automation, the three mistakes that turn a green backend suite into a misleading one, and how to run API tests in CI/CD.
We gave an AI agent a browser and a goal instead of a script. Where agentic testing made our Playwright suite better, where it failed, and the workflow we now use for AI test automation.
Most AI test case generation demos fall apart on real apps. The four-stage approach we use to generate test cases from requirements and a live application, and the verification step that makes them trustworthy.
What software quality assurance looks like when it works. Risk-based testing, a regression suite developers trust, and test automation backed by human judgment. Lessons from our QA and automation projects.