Docker Desktop is an obvious starting point when you want to run Linux containers on Windows. I’ve also tried running Docker Engine directly inside Ubuntu on WSL, including services such as Jellyfin and Vaultwarden. That works, but I still have to install and manage the container software separately, even though Windows already provides the Linux environment underneath it. Microsoft now offers its own container tooling through WSL.