This article details the engineering behind Modal Notebooks, a cloud-based Jupyter notebook that provides fast GPU access and real-time collaboration. It covers the systems work involved in achieving low-latency performance, efficient container management, and persistent storage for interactive computing.

Patreon faced challenges in scaling its infrastructure for live events, necessitating cross-team collaboration to quantify capacity and optimize performance. Through careful analysis and prioritization of app requests, they focused on reducing load and enhancing user experience while maintaining system reliability. Key learnings emphasized the importance of optimizing both client and server aspects to achieve scalability.

LinkedIn addresses the complexities of asset ownership in engineering organizations through a structured model called "Crews," which assigns stable teams to oversee specific technical assets. This approach enhances accountability, fosters collaboration, and allows for seamless transitions during organizational changes, ultimately improving operational efficiency and clarity in ownership.