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Kubernetes isn't just resource isolation, it encourages splitting services across hardware in a cluster. So you'll get more latency than VMs, but you get to scale the hardware much more easily.
Those terms do mean something, but they're a lot simpler than execs claim they are.
I love using it at work. Its a great tool to get everything up and running kinda like ansible. Paired with containerization it can make applications more "standard" and easy to spin back up.
That being said, for a home server, it feels like overkill. I dont need my resources spread out so far. I dont want to keep updating my kub and container setup with each new iteration. Its just not fun (to me).