Today I replaced docker-desktop by OrbStack.
Like mentioned by OrbStack:
OrbStack is the fast, light, and easy way to run Docker containers and Linux. Develop at lightspeed with our Docker Desktop alternative
It is fully compatible, so no drastic changes.
You can check the Docker x OrbStack comparison, Colima x OrbStack or a review from @vortj.
If you want to fully uninstall docker desktop you can do it here.
It also provides kubernetes features, but I am using kind for that.