Your question is Agentic AI System Design. 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).
Describe how you would design an agentic AI system with autonomous or semi-autonomous agents, multi-agent orchestration, planning and reasoning loops, tool or function calling, and memory management.