Instruction: Describe the minimum state that should survive across multiple agent steps.
Context: Checks whether the candidate can explain the core concept clearly and connect it to real production decisions. Describe the minimum state that should survive across multiple agent steps.
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I persist only the facts the next step truly needs: the user goal, confirmed constraints, completed actions, and any IDs...
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