Kubernetes being called a 'glorified host' for AI is reframed as a sign of maturity and product-market fit. As AI inference workloads become the dominant use case, the focus shifts from Kubernetes complexity to making it invisible — reducing Day 2 operational overhead through opinionated, upstream-aligned CNCF platforms.
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The maturation of the “invisible engine”Automating the day 2 “AI tax”The edge: Bringing the host to the dataKubernetes for the sake of AISort: