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An open-source control plane could simplify running and scaling self-hosted LLM inference at lower latency.
Kinference is an Apache 2.0 control plane that manages vLLM inference on Kubernetes, adding declarative routing, KV-cache-aware load balancing and per-tenant metrics. Buoyant says its benchmark cut median TTFT by 95%.