CacheScout

A preprint on arXiv (2608.14624) describes CacheScout, a runtime layer for multi-agent language model servers built on vLLM, that learns agent execution transitions to guide cache eviction and prefetc…

CacheScout, a new KV-cache runtime layer for multi-agent LLM serving developed by researchers, improves KV-cache hit rate by 10-18 percentage points, reduces mean time-to-first-token (TTFT) by 18-45%,…