About
This skill empowers developers and QA engineers to move beyond ad-hoc testing by providing a structured framework for building maintainable automation suites. It assists in identifying high-value automation candidates, calculating potential ROI, and implementing robust design patterns like the Page Object Model, ensuring that testing efforts scale efficiently without becoming a maintenance burden. By using data-driven selection criteria and maintenance metrics, it helps teams avoid common anti-patterns like flaky tests and over-reliance on E2E automation.
