The redhat article on using docker-compose with podman on fedora is sparse and incomplete. And forces you to run podman with sudo. Moreover it didn't work for me. If you are in the same boat, hopefully this guide helps you.
Original article: https://www.redhat.com/sysadmin/podman-docker-compose