This podcast episode explores the transition from software engineering to AI engineering, highlighting the motivations behind the shift and the evolving nature of technology. The guest, Sean Wang, shares his experience and insights as a thought leader in the AI space, discussing the emergence of the term "AI engineer" and the establishment of the AI Engineering Conference. The role of an AI engineer is defined as a software engineer specializing in emerging AI technologies, bridging the gap between research and practical applications. The demand for AI engineers is growing, with major companies actively hiring for this role. The episode also delves into the nuances of AI engineering, the importance of code orchestration, and the criteria for success in the field. It concludes by providing a comprehensive guide to learning about AI and the potential of code generation in revolutionizing AI engineering. The speakers showcase advanced AI tools, such as Devin, that can assist software developers and enhance productivity. Overall, the episode highlights the transformative potential of AI and encourages listeners to embrace these tools to enhance their capabilities and unlock new possibilities.