A model can be healthy, fast and wrong
Standard service monitoring tells you an inference endpoint is up and responsive. It cannot tell you the predictions stopped making sense three days ago.
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K3s is small, not simple
Choosing K3s over managed Kubernetes cut the operational surface substantially and cut the conceptual surface not at all. That distinction is worth understanding before you make the same choice.