KV- and Token-Aware Routing in Ray Serve LLM

I coauthored an Anyscale technical deep dive on integrating NVIDIA Dynamo’s KV-aware selection machinery into Ray Serve LLM. The collaboration is a useful example of a systems component becoming more valuable when it can be embedded outside the system where it started. ...

August 25, 2026 · 2 min · 299 words · PeaBrane

Multi-DC KV-Aware Routing with Gcore

I worked with Gcore’s AI team on the Dynamo side of a global inference-routing problem: when the same model is served in many data centers, how do you decide where each request should go without throwing away useful KV cache state? ...

July 20, 2026 · 2 min · 345 words · PeaBrane