As AI becomes part of production operations, engineering teams face new challenges in interpreting system behavior, automating routine tasks, and accelerating incident response. In this InfoQ Live roundtable, we will discuss how production operations are evolving, how AI and automation can help turn data into actionable insights, and what architectural practices will help teams build systems that are easier to understand and operate. Our panelists will also explore how AI reshapes our relationship with production and software delivery and changes the deterministic nature of our applications.