In the latest episode of Practically Intelligent, Sinan Ozdemir and Akshay Bhushan chatted with Adam Azzam, PhD, AI Product Lead at Prefect, about the challenges of merging traditional software engineering with AI engineering. We go over why integrating LLMs present such a challenge to many developers, and how Marvin AI, a new open-source tool, can help. We also talk about the concept of Ambient AI and how we can fuse AI into the existing developer lifecycle.