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Implement Hybrid Reasoning for Event Reaction

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Linked challenge: Agent for Autonomous Market Intelligence

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Linked challenge
Agent for Autonomous Market Intelligence

Prompt source

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Describe and implement how your LangGraph workflow will dynamically switch between 'instant' reasoning (e.g., quick sentiment analysis of news) and 'deep' reasoning (e.g., full Gemini Deep Think analysis) based on the significance or novelty of a detected market event. How will this optimize resource usage and response time?

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.