Selfhosted
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You could perhaps use the Portainer tool to manage your deployments...
That would fill the same role as watchtower I guess? I've previously tried to have a look at having portainer manage the docker compose stack that it's running inside but at least back then it seemed to be a dead end and not really what portainer is meant to do. I'm not interested in moving away from docker compose at this time.
Dockge would be more appropriate for that.
Watchtower has different functionality, mainly keeping them up to date with images.
You want Jenkins, GH Actions, or even ansible.