Thanks for that, I'll open an issue in Public Issue Tracker. For reference 
though the Cloud Build call that is being called is:

- name: 'gcr.io/cloud-builders/gcloud'
  args: 
['app','deploy','app.yaml','--project=$PROJECT_ID','--verbosity=debug']
  env: ['PROJECT_ROOT=$SERVICE_NAME']
 
I don't specify an image but Cloud Build appears to assign one if it's not 
provided and this works fine for my other services.
 

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