Kubernetes
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The Serving Layer Is Learning What a Session Is
AIBrix v0.8.0 adds Redis-backed session pinning to its inference gateway, so a multi-turn agent keeps hitting the replica that already holds its KV-cache state. What that changes about serving agents, and what it does not.
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Agentic Runtimes Went Open Source, and the Rack Became a Category
Within 48 hours, NVIDIA open-sourced Run:ai, StreamNative released the Orca Agent Engine, and AIBrix shipped stateful routing for agent workloads. At OCP 2026 the same week, AMD, Intel, and NVIDIA each described a CPU-dense rack for agents. The runtime layer went open source; the rack layer is starting to standardize.
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Agents Are Becoming Actors: Inside Google's AX and the Agent Substrate
Google is treating each agent as a stateful actor that gets checkpointed, suspended, and resumed in under half a second. That mechanics, and the same-week split with LangChain's managed alternative, is the new ground below the control plane.