KServe is upgrading. The CNCF pulled it into incubation, backing it as the Kubernetes-native way to serve both generative and predictive AI. Translation: it’s not a side project anymore - it’s core infra.
Version 0.15 steps up with tighter integrations across the stack: vLLM, Envoy Gateway, llm-d, Knative, and Istio. The goal? Fully abstracted, scalable LLM inference. No hand-wiring. No mess.
Big picture: KServe’s new badge signals a shift toward standardized, production-ready orchestration in Kubernetes-first AI pipelines.
