App Engine is great but if you are using Docker, you can only use Flexible Environment which is not what I want as I would love to continue to use Standard Environment. Here is a comparison of the two environments.
My goal is to use Docker for development only. When the app is deployed, it will still be deployed to App Engine Standard Environment as usual. After some researches and trial, I found a way.