Your question is Testing Frameworks and Strategy Choice. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You’ve worked in QA roles where you needed to decide how much to automate, which frameworks to use, and how to fit testing into the delivery process without slowing releases.
What testing frameworks and strategies have you used in previous QA roles, and how did you decide when to use UI automation, API testing, manual testing, and CI/CD-based test execution?