Monitor LLM routing with the Kubernetes Inference Extension

The Kubernetes Gateway API’s Inference Extension optimizes LLM serving by replacing generic HTTP load balancing with "inference-aware" routing that evaluates backend signals like KV cache state, adapter availability, and queue depth. By utilizing an intelligent Endpoint Picker and advanced flow control, the extension improves request latency, manages traffic priorities, and maximizes overall cluster capacity.