This article outlines how Pew Research Center adopted Kubernetes to support its computational social science team. It highlights the benefits, such as improved resource flexibility, as well as challenges including the steep learning curve for researchers. The successful integration of Kubernetes into their infrastructure has enhanced team efficiency, though it’s recognized that Kubernetes may not be suitable for all organizations due to its complexity and maintenance requirements.