Develop Adaptive Reasoning Budget Logic

implementationChallengeOctober 24, 2025

Prompt Content

Implement a mechanism within your LangGraph workflow that assigns and manages an 'adaptive reasoning budget' for agents. For instance, if initial analysis by Claude Sonnet 4 identifies high uncertainty or contradictory information, the system should allow the Gemini 2.5 Pro agents more 'thinking steps' or iterations.

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

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