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Implement OpenAI o3 Integration

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Linked challenge: AI Startup Investment Intelligence with OpenAI o3 & CrewAI

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Linked challenge
AI Startup Investment Intelligence with OpenAI o3 & CrewAI

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Implement the 'Sentiment Scraper' agent using OpenAI o3 to analyze a list of news articles and social media posts. The agent should be able to extract overall sentiment (positive, negative, neutral) and identify key themes. Detail how adaptive thinking budgets will be applied for complex sentiment interpretation.

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.