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Design Multi-Cloud LangGraph Workflow
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Linked challenge: Multi-Cloud A2A Agent Orchestration with Claude Opus 4.1 & LangGraph for Enterprise Resilience
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Linked challenge
Multi-Cloud A2A Agent Orchestration with Claude Opus 4.1 & LangGraph for Enterprise Resilience
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Original prompt text with formatting preserved for inspection.
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Design a LangGraph workflow that orchestrates multiple Claude Opus 4.1 agents across two simulated Azure regions (e.g., 'eastus', 'westus'). The workflow should include a 'Monitoring Agent' in each region, a central 'Coordination Agent', and a 'Remediation Agent'. Detail how state will be managed across these agents and how A2A communication will be initiated when an incident is detected in one region and requires collaboration from another.
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.