I run clusters on OKE, EKS, and GKE. Code overlap is like 99% with the only real differences all around ingress load balancers.

Kubernetes is what has provided us the abstraction layer to do multicloud in our SaaS. Once you are outside the k8s control plane, it is wildly different, but inside is very consistent.