Kubebuilder makes it a bit annoying to figure out the versions you need properly. As of this writing, v0.2.0-beta.2 was working against Kubernetes 1.14.1.
To use this with Go Modules, put the following in your Go.mod:
module sigs.k8s.io/cluster-api