Your question is Production Chain-of-Thought Reasoning System. 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 are building an LLM application that must solve multi-step tasks with higher reliability than a single prompt can provide. The team is considering Chain-of-Thought and Tree-of-Thought style reasoning, but it has to work in production with cost, latency, and safety constraints.
Explain your approach to implementing 'Chain-of-Thought' or 'Tree-of-Thought' reasoning in a production environment.