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Integrate Observability and Reporting

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Linked challenge: Agentic System for Global AI Product Competitive Intelligence

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Linked challenge
Agentic System for Global AI Product Competitive Intelligence

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Integrate Prophet for observability into your multi-agent system. Show how to log agent actions, tool calls, and decision-making processes. Furthermore, develop a reporting mechanism where the 'Strategy Synthesizer' agent generates a summary report, incorporating data from previous agents. Finally, sketch out how Hume AI would be integrated to convert this report into an executive voice briefing.

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.