KubeInfer

Building a model gateway with Envoy and gRPC

Routing, retries, and rate limits in front of your inference fleet.

TB
Tom Becker
Jun 16, 2026·1 min read·289

A model gateway is the front door to your inference platform. Get it right and everything behind it gets simpler.

Why a dedicated gateway

  • Per-tenant rate limiting and quotas.

  • Retries with hedging for tail latency.

  • Auth, mTLS, and request logging in one place.

rate_limits:
  - actions:
      - request_headers:
          header_name: x-tenant-id
          descriptor_key: tenant

Envoy's gRPC support means you can multiplex thousands of streaming token responses over a handful of connections.

TB

Written by

Tom Becker

Networking & service mesh

Packets, proxies, and p99 latency for model gateways.

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