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Copying a response I wrote on another comment -
Thanks for this - the one advantage I'm noticing is that to update the services I'm running, I have to rebuild the container. I can't really just update from the UI if an update is available. I can do it, it is just somewhat of a nuisance.
How often are there issues with dependencies? Is that a problem with a lot of software these days?
There's no good answer to that because it depends entirely on what you're running. In a magical world where every open source project always uses the latest versions of everything while also maintaining extensive backwards compatibility, it would never be a problem. And I would finally get my unicorn and rainbows would cure cancer.
In practice, containers provide a layer of insurance that it just makes no sense to go without.
Ok but containers generally have a lot less dependencies. If you are making your own images, then you know exactly how to rebuild them. In the event something happens, it makes it much easier to get up and running again and also remember what you did to get the service running. The only other thing that would be better is Nix.
If you use an image that someone is maintaining, this makes it even easier and there are services out there that will keep your containers up to date when a new image is available. You can also just automate your image builds to run nightly and keep it up to date.