Implement Adaptive Budgeting & DSPy Flow

implementationChallenge

Prompt Content

Implement the logic for adaptive thinking budgets. How will the agent decide to switch to 'deep think' mode, and how will DSPy be used to construct robust, optimized prompts for each reasoning stage? Provide code snippets demonstrating this dynamic prompt generation.

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