gcloud preview app setup-managed-vms throws this error as of the April 16th, 2015 release:
ERROR: (gcloud.preview.app) Invalid choice: 'setup-managed-vms'.
This command has been removed because the base runtime images are now available publicly on the Google Container Registry.
They're available under: gcr.io/google_appengine/python-compat gcr.io/google_appengine/java-compat gcr.io/google_appengine/go-compat
These can be pulled with a standard "docker pull "
If you replace the google/appengine-* with these image names in the FROM line of your Dockerfile, docker will automatically pull these during builds and deploys.
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