Your question is Detections as Code. 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).
Explain how you would design high-fidelity rule-based and machine learning–based detections as code.