Your question is Agentic Multi-Step Reasoning. 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 approach building an agentic system that requires multi-step reasoning?
Discuss how you would decompose a user request, plan and execute actions, select and invoke tools, maintain state, validate intermediate results, and recover from failures. Cover architecture, model and tool boundaries, evaluation, observability, safety, and production tradeoffs.