Agentic Workflows

Adam discusses the concept of LLM workflows, emphasizing the shift towards agentic behavior where LLMs can create their own plans and tools. He contrasts this with Marvin, a prompting library designed for easy interaction with LLMs using Python. The conversation highlights the challenges of observability and debugging in agentic workflows, particularly when LLMs take control and how to manage task dependencies effectively.