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Build Proactive Detection Workflow

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Linked challenge: Proactive Network Incident Response with Gemini 2.5 Pro & CrewAI

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Linked challenge
Proactive Network Incident Response with Gemini 2.5 Pro & CrewAI

Prompt source

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Develop the CrewAI workflow such that the 'Network Monitor' agent continuously processes a simulated stream of network data. Implement a proactive detection mechanism using Gemini 2.5 Pro to identify anomalies that precede a full outage or severe degradation. When an anomaly is detected, the agent should initiate a task for the 'Incident Analyst', passing all relevant context via A2A Protocol.

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.