kubectl does not have config changed when gcloud config changes for Google Cloud Platform project

I switched the project config for gcloud using gcloud config set project abcxyz, however kubectl get pods is returning the pods in the previous gcloud / kubernetes project.

How do I update the project config to match gcloud's config?