Cache hit rate is often invisible in agent eval reports, yet here it accounted for a third of the cost per task with zero score change, a lever most teams never instrument. Engineers building or benchmarking browser agents can audit their own harnesses for cache-breaking behaviour and adopt browser-use 1.0.4 directly. The standardised comparison against six browser tools inside Codex gives buyers a concrete reference point when choosing a harness.
#cache optimization
6 stories · 1 in 7 days · 1 in 30 days
Stories, products and papers tagged "cache optimization", newest first.
Nov 14
Browser Use cuts agent cost 33% by fixing prompt cache hit rate
Sep 18
Chinese contentDeepSeek 发布 V4.1-Flash 技术报告
DeepSeek 新发布的 V4.1-Flash 技术报告,优化了预填充计算、HBM 缓存、SSD/主机持久化缓存和缓存失效恢复,还用了近似的 SWA Bounded Replay 替代长期保存局部缓存状态。
Sep 2
Jun 30
Chinese contentDevin Fusion 用混合模型架构实现智能路由与缓存优化
Cognition 的 Devin Fusion 用一个小模型当副手,让主力模型专心做决策,省资源还提高缓存效率,做多代理系统的人值得看。
Jun 27
Industry12:03
Chinese contentManus AI:KV-cache命中率是生产级AI代理最重要的指标Manus AI的CEO说KV-cache命中率最关键,他们用深度代理优化缓存,搞AI基建的该看看。
May 24