Test Automation Frameworks and Tools Questions

Functional, UI, and API test automation: frameworks (Selenium, Playwright, Cypress, Appium, pytest, TestNG, JUnit), design patterns (Page Object Model, Arrange-Act-Assert), CI/CD integration, flakiness mitigation, and coverage/ROI tradeoffs for building and maintaining automated test suites.