Your question is Maintainable Test Architecture. 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).
How do you architect tests for long-term maintainability in Dave’s CI/CD environment?