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Setup LangGraph Workflow Structure
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Linked challenge: Orchestrate Plug-and-Produce MTP Factory Rescheduling with LangChain and OpenRouter
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Linked challenge
Orchestrate Plug-and-Produce MTP Factory Rescheduling with LangChain and OpenRouter
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Import `langchain` and `langgraph`. Define `SchedulingState` representing `available_modules`, `failed_module`, `orders`, and `schedule`. Build graph nodes: `assess_capacity`, `generate_schedule`, and `validate_constraints`.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.
Tune next
Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.
Verify after
Check whether the prompt asks for the right evidence, confidence signal, and escalation path.