Hybrid Reasoning Implementation

implementationChallengeOctober 26, 2025

Prompt Content

Describe and implement the hybrid reasoning strategy within your CrewAI agents. Explain how you will dynamically configure Gemini 2.5 Pro (leveraging both Flash for speed and Pro Deep Think for depth) and Claude Opus 4.1 to balance quick, conversational responses with deeper, more analytical content generation and sophisticated ad matching, based on query complexity or system state.

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