Selfhosted
A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don't control.
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From my experience the "default" experience, which is Docker Desktop, is a pain, due to what you described. In particular, Linux containers and Windows file permissions just don't mix well.
Other than that, there's three options:
Docker Desktop for windows (DDW) using wsl2 for hosting containers is very easy to get started with. It also integrates directly with visual studio code.
Long term you will likely want any useful container services hosted on a Linux vm rather than wsl, as wsl (and DDW) are tied to and start with your Windows user account.