We're still using ODM built servers that are available for the public. Yes, moving off the shared infra chassis helps us improve reliability & cost thru simplicity, and enables us to scale our infrastructure using single nodes vs. X nodes as the smallest scaling unit. Our machines are stateless as our globally interconnected infra is widely distributed and replicated. Hence we moved to no-hotplug.