Agent workloads bring long contexts, bursty traffic, and frequent tool calls, creating new demands for AI serving. Together with @AMD , we rebuilt the stack for Kimi K2.6 on AMD Instinct™ MI355X, with scheduler-aware multi-tier KV caching. Up to 3.

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