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根据介绍，AGFS（Aggregated File System / Agent File System）尝试以“文件系统统一抽象”方式聚合现代多种后端服务。项目灵感来自 Plan 9 的“万物皆文件（Everything is a file）”理念 ...

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AGFS的设计灵感源于Plan 9的核心理念：将一切视为文件。在当今数字化的世界，数据存储和处理的多样性使得传统的文件系统难以满足需求。AGFS通过虚拟文件系统的结构，将对象存储（如S3）、SQL数据库、键值存储、消息队列、流式数据等资源抽象成目录和文件。开发者可以使用类似于ls、cat、cp等传统文件操作命令，轻松访问并组合这些不同的服务，这种方式不仅直观易用，也大大提升了开发效率。

MemMachine 是 MemVerge 主导的开源 AI 记忆项目，于 2025 年 9 月正式开源。它不是依附于某个模型的附属能力，而是面向 Agent 与开发者的独立记忆层，这决定了它能成为架构中的长期组件。

The hottest big data tools in 2025 include Amazon Aurora DSQL, Snowflake Intelligence, and the Databricks Lakebase.