AI agents have quickly emerged as the next ‘hot thing’ in AI, but what constitutes an AI agent and do they live up to the hype?

Join Brian Raymond, founder & CEO at Unstructured.io, Bob van Luijt, co-founder & CEO at Weaviate, and João Moura, founder at crewAI as they discuss the shift to agentic workflows, dissect their architecture, and tackle real-world challenges in agent deployment. 

From data management tips to generative feedback loops, this episode is your essential guide to operationalizing agents effectively.

Chapters:

00:00 Defining AI Agents

01:16 Components of Agentic Architecture

02:16 Challenges and Solutions in Agent Deployment

03:58 Data Management and Quality Issues

05:23 Operationalizing Agents in Production

06:56 API and Security Considerations

09:04 Multimodal Information and Agentic Workflows

12:42 Future of Agentic Workflows

20:20 Best Practices for Agentic Strategies

25:30 Generative Feedback Loops

28:29 Agentic Evaluations

Follow:

Yash Sheth: https://www.linkedin.com/in/yash-sheth- Bob van Luijt: https://nl.linkedin.com/in/bobvanluijt

Brian Raymond: https://www.linkedin.com/in/brian-s-raymond

⁠⁠⁠⁠⁠⁠⁠João Moura: https://br.linkedin.com/in/joaomdmoura

Show notes:

⁠⁠⁠Watch all of Productionize 2.0: https://www.galileo.ai/genai-productionize-2-0