Disclaimer: this work is not completely mine. Most of the work here is comming from:
https://dhwaneetbhatt.com/blog/run-docker-without-docker-desktop-on-macos
https://gist.github.com/juancsr/5927e6660d6ba5d2a34c61802d26e50a
and suggestions from my colleagues ❤️
Stop Docker.
Delete Docker.app.