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Automation vs. Agents: What Really Happens When AI Breaks Down
June 18, 2025 · 17 min

Your competitors are already using AI. Don't get left behind.

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In this conversation, Ryan Staley and Tom Andrews discuss the integration of AI and automation within Pavilion, focusing on the development of a mentoring program. Tom shares insights into the challenges faced while building an AI-driven matchmaking system for mentors and mentees, the iterative process of refining prompts for better results, and the eventual success achieved with the Manus platform. The discussion highlights the importance of clear communication in AI prompting and the potential for transferring these techniques across different applications.

Chapters

00:00 Introduction to Pavilion and AI Integration02:51 Building a Mentoring Program with AI05:49 Challenges with AI Matchmaking08:43 Iterating on AI Prompts for Better Results11:39 Finalizing the Mentoring Match Process14:54 Transferring AI Prompting Skills16:37 Conclusion and Future Insights