[KongchangAI]
ConceptCache Engineering

Cache Engineering

An optimization approach for long-trajectory reasoning in LLM agents that directly manipulates the active KV cache (such as discarding or relocating cache entries) to avoid re-prefilling, thereby reducing the cost and latency of long-context tasks.

Timeline (last 90 days)

Oct 21

A paper proposes a new approach called "Cache Engineering": letting the agent directly manipulate the active KV cache without modifying the trajectory or re-prefilling.

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Oct 21

Cache engineering manages the KV cache like memory and is suited to tasks that require multiple rounds of tool calls and long-horizon planning.

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