Adam Azzam, a principal product manager at Prefect, and Michael Greenwich, CEO of WorkOS, dive into the complexities of workflow orchestration in AI applications. They discuss how Prefect’s open-source library tackles the pains of managing workflows and introduces tools like Marvin for real-time support. The conversation highlights the importance of error management, visibility in pipelines, and the seamless integration of enterprise features for faster product development, showcasing innovative solutions for modern engineers.

Adam Azzam, a seasoned product manager at Prefect, and Michael Greenwich, the innovative CEO of WorkOS, dive into the evolving landscape of workflow orchestration in AI. They discuss how Prefect's open-source library simplifies complex processes for data scientists. Azzam introduces Marvin, an AI Slack bot transforming task management, while exploring the challenges of agentic workflows and failure modes. The conversation highlights the necessity for robust engineering and user-friendly features to enhance observability and resilience in modern applications.

Adam Azzam, AI Product Lead at Prefect, discusses challenges of merging traditional software engineering with AI engineering. They explore marrying large language models with strongly typed semantic interfaces, suitable problems for Marvin AI, and the benefits of using LLMs in software engineering.