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I'm no expert, but I would imagine environments without containers probably use some sort of provisioning software like Chef or Ansible. If your application is big enough, you cannot manually deploy to each one as you described.

This article seems more like a container-centric description since there is no mention of build servers, applications, databases, etc.

Exactly. It would be really fun to explore those facets of a production pipeline.

I'm sure that's been written before, but I can't think of anything off the top of my head...

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