This is the beauty of cloud run. There is literally no difference in how you build your application. I can run my codebase locally using docker with no changes

This is the beauty of cloud run. There is literally no difference in how you build your application. I can run my codebase locally using docker with no changes and no dependencies on the type of external libraries you'd need for AWS lambda or cloud functions.