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LangGraph Workflow Implementation

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Real-time Cyber Incident Response

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Linked challenge
Real-time Cyber Incident Response

Prompt source

Original prompt text with formatting preserved for inspection.

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Implement the core LangGraph workflow. Define the nodes for each agent and the edges representing communication or state transitions. Focus on establishing the initial alert detection node, the threat analysis node (leveraging Claude Opus 4.1 for reasoning), and the mitigation action orchestration node (using Gemini 2.5 Pro and MCP tools). Ensure the graph can handle dynamic routing based on incident severity.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.