Google's AX names agent workloads as a Kubernetes-native problem
AX treats AI agents as a distinct Kubernetes workload. Its four primitives are worth studying even if you never run the runtime itself.
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Gemini 3.8 Live: the voice model that keeps working while it talks
Google shipped two stable Live API voice models. The Extended Thinking one changes the turn contract: tool calls are async only, and you must poll interaction_status to know when it is idle.