Ep. 1: RAG workflows & agent development with Langflow

AI has forever changed what users expect apps to be able to do and developers are increasingly relying on Agents to deliver these experiences. In this session, you'll learn the foundational patterns and best practices for building AI-powered agents. We’ll explore how to balance emergent behavior with deterministic control, and how to design systems that blend autonomy with the oversight today’s products require.

You'll come away with an understanding of:

• The core challenges of managing memory, context, and tool orchestration
• Strategies for combining short-term prompts, long-term embeddings, and procedural APIs
• Practical techniques for debugging agent behavior and improving observability
• How emerging agent platforms are evolving to close the reliability gap with traditional SaaS

The video includes a live demo and hands-on walkthrough to show how these concepts translate into real-world agent development, so you’ll leave not just with ideas, but with working knowledge you can apply immediately.