As @BiggestBulb said, most cloud providers have container platforms that support horizontal scaling, although generally not as elegantly as k8s (imo, others may disagree). Also totally agree about managed providers. EKS, AKS, and GKE weren't suitable for what we use k8s for (very large shared clusters) until recently, so we've been administrating our own custom k8s distro. The managed stuff has gotten a lot better, and I'd definitely recommend that for running kbin. Running k8s yourself is hard, etcd is an evil bastard. I've had plenty of chances to see what works and what doesn't in my role, however. There are some development/deployment patterns that are robust, and there are many that are not.