Tag
An agent fleet claimed the #1 spot on ClickBench, outperforming the next best engine by 1.2× and the original codebase by 3.1×, marking what the authors say is the first time an autonomous agent fleet has topped a public systems benchmark with verified correctness.
Quail，一个开源 AI-SQL 引擎，新增了前缀共享（prefix sharing）支持，在对 1,772 条长 agent 轨迹使用 qwen3-4b 打标签的示例中，计算 token 减少 3 倍，查询速度提升 2.6 倍。
Conviva's technical blog post describes an experiment where replacing mmap with io_uring in their Rust query engine resulted in slower performance under high concurrency due to page cache thrashing and page faults.
pgrust 0.2 rebuilds the Postgres query engine with batching, operator fusion, and SIMD, achieving 300x faster analytical queries and 30% faster OLTP than Postgres.