Design Adaptive Reasoning Strategy

planningChallenge

Prompt Content

Outline a detailed adaptive reasoning strategy. How will your LangGraph agent decide between Gemini 3 Flash and Gemini 2.5 Pro? Consider factors like input complexity, explicit user instructions (e.g., 'quick summary' vs. 'detailed analysis'), confidence scores from initial Flash outputs, and available budget. Specify the nodes in your LangGraph workflow that will handle this decision-making and the criteria for state transitions.

Try this prompt

Open the workspace to execute this prompt with free credits, or use your own API keys for unlimited 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