Why is monitoring Kubernetes that hard? What is application observability in Kubernetes? Legacy monitoring solutions weren’t designed to monitor large-scale distributed systems comprised of thousands of microservices, where new ones are added, old ones removed or replaced, and autoscaling from moment to moment. Long gone are the days where you can print out an architecture map of your infrastructure and applications and post it on the wall.