Abstract: Modern data storage systems often fetch data from a large number of sources. Although synchronous data transfer is simple as it can use simple scheduling of data delivery, it scales poorly.

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more. - trimstray/the-book-of-secret-knowledge ...

用户用 Python 声明目标结构，引擎自动识别变更记录，沿 join 与 lookup 传播更新、淘汰过期行，仅对 Δ 重新嵌入，避免批处理漂移。 核心由 Rust 编写，支持并行分块、零拷贝转换与故障隔离，从单仓库扩展到 PB 级语料，10 分钟即可上线生产。

Aaron Erickson discusses the evolution of AI workflows, shifting from "vibe checking" to building reliable, multi-agent ...