~/talk

Evolve, Adapt, and Adopt: Envoy in the AI Era

Talkat Virtual EnvoyCon 2025 · on Wednesday, 2025-10-15· [large-language-models, distributed-systems]
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name:Dan Sun
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Panel describes concrete changes: Envoy teams add an Envoy AI Gateway layer, an inference pool model and hooks (external processing server, Lua, WebAssembly) to make routing decisions from live GPU/LLM metrics; reports that initial load‑balancing design is too slow so Google rebuilds it into an external load balancer and implements cross‑service failover and memory offload proposals for huge multimodel requests; adopters use token‑based routing and have already shipped MCP routing in AI Gateway and a Tetrate agent router service that proves the approach at scale.

AI-written summary · about

  1. 0:00Panelist introductions
  2. 4:24Enabling AI traffic
  3. 13:56Real-world adopter stories
  4. 23:32Lessons and future outlook
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