Rancher desktop is also a viable option and free. Many including my work moved to it after Docker's new licensing kicked in.
IMO the real magic of Docker was the Docker/OCI image format. It's a brilliant way to perform caching and distribute container images, and it's really what still differentiates the workflow from "full" VM's.