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Linked challenge: Secure Multi-Agent OPC UA Swarm with AutoGen and Guardrails AI
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Linked challenge
Secure Multi-Agent OPC UA Swarm with AutoGen and Guardrails AI
Prompt source
Original prompt text with formatting preserved for inspection.
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Initialize three AutoGen agents: 'Optimizer', 'Yokogawa_Controller', and 'Safety_Auditor'. Set up a GroupChat where the Optimizer proposes throughput increases and the Safety_Auditor must approve them.
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.