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苹果宣布 macOS 28 将不再支持“Mac OS 扩展（日志式，加密）”文件系统格式
苹果macOS 28将淘汰旧加密文件系统格式，用户需提前转换外置磁盘以免失效。
IT之家 7 月 8 日消息，苹果宣布，自 macOS 28 开始将对“Mac OS 扩展”文件系统进行调整，届时系统将不再支持“Mac OS 扩展（日志式，加密）”格式。 苹果表示，“ Mac OS 扩展（日志式，加密）” 是 旧版 macOS 专用的安全文件系统， 目前 已被现代且更安全的“ A…
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Show HN: Opbox – CRDT based sync for text files on disk
基于CRDT的文本文件实时同步方案，无需中央服务器即可多机协同编辑。
Hi! I’m one of the founders of s2.dev, and recently have been hacking on opbox, which is an open-source daemon that turns directories of text files (c…
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AutoMem: Automated Learning of Memory as a Cognitive Skill
让大模型像人类一样学习记忆管理，将文件系统操作变为可训练的认知技能
arXiv:2607.01224v1 Announce Type: new Abstract: Memory expertise is a learned skill: knowing what to encode, when to retrieve, and how to organize kno…
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Show HN: A durable filesystem layer for AI agents
AI代理跨平台同步难题的实用解法！基于S3的持久化文件系统，支持Python/TS/CLI，一键挂载任意设备。
I run AI agents on my laptop and cloud. Often I wish to synchronize the memory markdowns created on multiple platforms. So I built a S3 based durable …
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Show HN: Create and Maintain Filesystem Structures for LLMs [v1.0.11 Out]
为LLM模型创建、更新和删除代码库文件结构的CLI工具，专治文件管理杂乱。
Article URL: https://pypi.org/project/seed-cli/ Comments URL: https://news.ycombinator.com/item?id=48434032 Points: 2 # Comments: 0
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Show HN: Create and Maintain Filesystem Structures
像管理基础设施一样管理文件目录，用声明式配置自动创建、同步和修复目录树结构。
Article URL: https://github.com/Isaac12x/seed-cli Comments URL: https://news.ycombinator.com/item?id=48359846 Points: 2 # Comments: 0
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Simple memory design for AI agents (from zerostack's dev)
零基础设施、纯Markdown存储的AI代理内存方案，实现与Claude相当的水平，空闲时RAM占用几乎为零。
Article URL: https://rocketup.pages.dev/posts/how-zerostack-memory-works/ Comments URL: https://news.ycombinator.com/item?id=48357206 Points: 1 # Comm…
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Show HN:Gliding Horse – a Rust Agent OS with CPU-Like Memory Architecture
Rust构建的Agent OS，类CPU内存架构，灵感源自诸葛亮的木牛流马，v0.1.2带来实时文件感知与终端UI。
Article URL: https://github.com/doiito/gliding_horse Comments URL: https://news.ycombinator.com/item?id=48319699 Points: 1 # Comments: 0
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Show HN: Darnix – Darwin Built with Nix
用Nix构建macOS内核XNU，在QEMU中启动HFS+根文件系统——一个flake搞定完整开发环境
The Darwin kernel (XNU) has been open source since 1999. But "open source" and "you can actually build and boot it" are very different things. XNU dep…
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Testing if "bash is all you need"
Braintrust实测「bash即一切」假设，LLM天然适配shell，文件系统构建agent更高效
We invited Ankur Goyal from Braintrust to share how they tested the "bash is all you need" hypothesis for AI agents. There's a growing conviction in t…