RuntimeError: This error is often thrown because Docker is not running. Please ensure Docker is running

Hello,

I’m trying to use Prefect with cloud run and get the following error when I try to deploy my flow:
RuntimeError: This error is often thrown because Docker is not running. Please ensure Docker is running.

I also tried to follow the following tutorial, and get the same error:

It seems the versions are changing quickly and many docs and tutorials are outdated. Can anyone help me?

I use a MacBook pro m1.

I really appreciate your help.