Integrate Adaptive Reasoning Budget

implementationChallengeNovember 2, 2025

Prompt Content

Modify the LangGraph workflow to incorporate an adaptive reasoning budget. For tasks that require more complex policy interpretation or extensive search for alternative content, dynamically increase the `max_output_tokens` or `temperature` parameters for Gemini 2.5 Pro calls, and allow for more iterations within the graph. Conversely, for simple tasks, optimize for speed and efficiency. Monitor and log resource usage.

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