I've uninstalled Docker Desktop and installed podman in WSL2. So far I haven't had a problem.

Granted not everyone can do this if they have a dependency on the Docker ecosystem, but as someone who just used Docker desktop to run and build containers on the cli or via Ansible, podman is nearly a drop in replacement. As a bonus, theres no docker bridge IP conflict I need to worry about.

Edit: Alternatively, this also looks comprehensive: https://dev.to/bowmanjd/install-docker-on-windows-wsl-withou...