Design request shaping for long prompts, retrieval, and tool use.

Instruction: Describe how you would shape requests so complex workflows stay inside latency and cost budgets.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Describe how you would shape requests so complex workflows stay inside latency and cost budgets.

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I would treat request shaping as an architecture decision, not as last-minute prompt trimming. The system should know how much...

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