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You might be interested in this:

https://github.com/kelseyhightower/kubernetes-the-hard-way

It probably won't answer the "why" (although any LLM can answer that nowadays), but it will definitely answer the "how".

I actually took the time to read the tutorial and found it helpful.

Thanks for taking the time to share the walk through.

That's nice but I was looking more for a simple implementation of the concept from first principles.

I mean an understanding from the view of the internals and not so much the user perspective.