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Build Threat Analysis and Incident Response Agents

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Linked challenge: Autonomous AI-IAM with GPT-5 and LangGraph for Cyber Defense

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Linked challenge
Autonomous AI-IAM with GPT-5 and LangGraph for Cyber Defense

Prompt source

Original prompt text with formatting preserved for inspection.

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Create 'Threat Intelligence Analyst' (GPT-5, extended thinking) and 'Incident Responder' (OpenAI o3, tool-calling) agents. The analyst detects complex attack patterns and proposes countermeasures, while the responder executes tactical actions. Detail their interaction within the LangGraph workflow.

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.