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Donut chart showing that agent anchors make up 42 percent of every first-turn prompt in multi-agent LLM systems, with 58 percent being other content. Agent-aware KV cache keeps this reusable context warm.

Agent-aware KV cache cuts serving latency by 45 percent

Agent-aware KV cache is a runtime layer that learns agent execution patterns to predict reuse, cutting TTFT by up to 45 percent and lifting throughput by up to 57 percent.

Lars Cornelissen · Sep 7, 2026