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Implement Arcee AI for Model Routing and Cartesia for Voice Output

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Linked challenge: Cyber Threat Intelligence Agent with Google ADK and Qwen 3

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Linked challenge
Cyber Threat Intelligence Agent with Google ADK and Qwen 3

Prompt source

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Configure Arcee AI to dynamically route certain queries (e.g., complex policy analysis) to an optimized instance of Qwen 3 while simpler queries might use a lighter model (if applicable) for efficiency. Also, integrate Cartesia to provide spoken summaries of the 'Intelligence Analyst's' reports. Describe the Arcee AI integration strategy and how Cartesia would be invoked.

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.