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Configure AutoGen Edge System

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Linked challenge: Edge Heat Hazard Monitor with AutoGen and Edge Impulse

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Linked challenge
Edge Heat Hazard Monitor with AutoGen and Edge Impulse

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Build an AutoGen multi-agent script with `AssistantAgent` and `UserProxyAgent`. Register a custom tool that wraps an Edge Impulse inference model to classify streaming heatwave telemetry.

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.