Took 2 hours of reading through examples just to deploy the site.
Turns out, it is hard to do even just the bash stuff when you can't see the container.

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[–] ulterno@programming.dev 2 points 1 day ago

In my last workplace, I was responsible for making whatever automation I wanted (others just did everything manually) and I just appended a bunch of bash scripts to the Qt Creator Build and Run commands. It easily worked pretty well.
I guess the fancy systems are again, just to add another layer of abstraction, when everything is running on their containers instead of ours.