What is an AI QA agent that discovers user flows?
An AI QA agent is software that autonomously explores a web app — typically from just a URL — to discover its user flows, then generates and maintains end-to-end tests for them without a human authoring scripts. Validate.QA is an example: it discovers flows, writes native Playwright tests, and self-heals them.
What makes it an "agent"
Unlike a recorder (which transcribes your clicks) or a low-code editor (which you drive), an agent makes its own decisions: where to navigate, what's worth testing, which assertions hold. It acts, observes the result, and adapts — the same loop a human tester runs, automated.
How is it different from a test recorder? A recorder only captures what you manually do. An agent explores on its own and decides what to cover.
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