Implement Adaptive Budgeting & DSPy Flow

implementationChallengeNovember 30, 2025

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.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations