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      <title>Pixi 深度解析：它想把跨语言环境、锁文件与任务统一起来</title>
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      <title>BitNet 深度解析：1.58-bit 大模型如何跑向普通 CPU</title>
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      <title>GitHub Spec Kit 深度解析：先写清楚，再让 AI 写代码</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-github-spec-kit-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
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      <description>GitHub Spec Kit 用规格、计划、任务和复核闭环，把人的意图转化为可维护、可检查的 AI 编程工作流。</description>
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      <title>Frigate 深度解析：把摄像头的“眼睛”留在本地</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-blakeblackshear-frigate-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
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      <title>SkyPilot 深度解析：用一套接口调度分散的 AI 算力</title>
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      <pubDate>Wed, 02 Sep 2026 00:01:15 +0000</pubDate>
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      <title>Unsloth 深度解析：把大模型微调搬回消费级硬件</title>
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      <title>Headlamp 深度解析：把 Kubernetes 操作台搬进浏览器</title>
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      <pubDate>Mon, 31 Aug 2026 07:19:13 +0000</pubDate>
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      <description>从多集群管理、日志终端、RBAC 到插件机制，深入分析 Headlamp 的能力边界、部署方式与生产采用风险。</description>
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    <item>
      <title>Gemini CLI 深度解析：把 AI Agent 放进终端之后</title>
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      <pubDate>Mon, 31 Aug 2026 06:57:51 +0000</pubDate>
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      <title>Jujutsu 深度解析：当版本控制不再围着“暂存、分支与撤销”打转</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-jj-vcs-jj-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 28 Aug 2026 00:12:48 +0000</pubDate>
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      <description>Jujutsu 以持续更新的工作副本提交、稳定 change ID、操作日志和一等冲突，重新组织 Git 兼容版本控制的交互模型。</description>
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    <item>
      <title>Dagu 深度解析：在 Cron 与重型编排平台之间，它给脚本加上了什么？</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-dagucloud-dagu-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 28 Aug 2026 00:02:33 +0000</pubDate>
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    </item>
    <item>
      <title>Kaneo 深度解析：轻量项目管理，不等于“少一个 Jira”</title>
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    </item>
    <item>
      <title>Microsoft Agent Framework 深度解析：把 Agent 从 Demo 推向生产</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-microsoft-agent-framework-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
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      <description>Microsoft Agent Framework 试图用统一的 Agent、工具、状态、工作流与治理抽象，把 Agent 应用从演示推向可恢复、可观察、可审批的生产系统。</description>
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    <item>
      <title>witr 深度解析：把‘谁启动了它’变成一条可读的因果链</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-pranshuparmar-witr-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 21 Aug 2026 00:26:57 +0000</pubDate>
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    <item>
      <title>authentik 深度解析：把散落的登录入口收拢成一套身份中枢</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-goauthentik-authentik-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 21 Aug 2026 00:06:10 +0000</pubDate>
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    <item>
      <title>Lazygit 深度介绍：把 Git 操作收进一个终端界面</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-jesseduffield-lazygit-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 20 Aug 2026 07:38:16 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-jesseduffield-lazygit-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>Lazygit 用键盘驱动的终端界面组织文件、分支、提交与 stash，降低 Git 日常操作中的命令记忆和上下文切换成本。</description>
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    <item>
      <title>vLLM 深度拆解：大模型推理为何要“分页”</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-vllm-project-vllm-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 20 Aug 2026 07:12:18 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-vllm-project-vllm-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>从 PagedAttention、连续批处理到服务接口，深入理解 vLLM 如何围绕 KV Cache 优化大模型推理，以及它的适用场景、限制与部署要点。</description>
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    <item>
      <title>anydoc 深度解析：把异构文档压进一条 Markdown 管道</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-firecrawl-anydoc-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Tue, 18 Aug 2026 00:01:56 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-firecrawl-anydoc-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入解析 firecrawl/anydoc：它如何把多种办公与出版文档统一转换为 Markdown，以及项目的能力、限制和适用场景。</description>
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    <item>
      <title>Crossplane 深度解析：把云资源变成平台 API</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-crossplane-crossplane-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Tue, 18 Aug 2026 00:01:11 +0000</pubDate>
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      <description>深入理解 Crossplane 如何借助 Provider、XRD、Composition 与 Function Pipeline，把复杂基础设施封装成简单、自助且持续受控的平台 API。</description>
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    <item>
      <title>Omarchy 深度解析：把 Arch Linux 桌面变成一套“有主见”的开发工作流</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-basecamp-omarchy-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Mon, 17 Aug 2026 00:12:12 +0000</pubDate>
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      <description>Omarchy 不只是预装 Hyprland 的 Arch Linux：它用统一桌面、键盘工作流、开发工具与 Quickshell/QML 外壳，压缩从系统安装到主力开发环境的整合成本。</description>
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    <item>
      <title>trycua/cua 深度解析：怎样给 Computer-Use Agent 一台可控的电脑？</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-trycua-cua-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Mon, 17 Aug 2026 00:11:24 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-trycua-cua-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深读 trycua/cua：它如何用 Driver、Sandbox、Cua-Bench 与 Lume 串联真实桌面控制、隔离环境和任务评测，以及项目当前的适用边界与风险。</description>
    </item>
    <item>
      <title>Nushell 深度介绍：当命令行不再只处理字符串</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-nushell-nushell-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sun, 16 Aug 2026 00:14:25 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-nushell-nushell-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>Nushell 用带字段和类型的结构化数据重新设计命令行管道。本文深入解析它的核心能力、数据流、安装方式、适用场景与迁移边界。</description>
    </item>
    <item>
      <title>ToolHive 深度解析：给 MCP 服务器加上一层运行与治理底座</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-stacklok-toolhive-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sun, 16 Aug 2026 00:01:18 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-stacklok-toolhive-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>从容器隔离、Registry、客户端接入到 Kubernetes Operator，深入解析 ToolHive 如何为 MCP 服务器补上运行与治理底座，以及它当前的优势、限制与适用边界。</description>
    </item>
    <item>
      <title>Pingora 深度解析：Cloudflare 为什么用 Rust 重做网络代理底座</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-cloudflare-pingora-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sat, 15 Aug 2026 00:19:37 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-cloudflare-pingora-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入解析 Cloudflare 开源的 Rust 网络服务框架 Pingora：它解决什么问题、有哪些核心能力、如何运行最小负载均衡器，以及采用前必须正视的工程边界。</description>
    </item>
    <item>
      <title>Atuin 深度解析：把 Shell 历史变成可搜索、可同步的个人数据库</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-atuinsh-atuin-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sat, 15 Aug 2026 00:06:10 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-atuinsh-atuin-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>Atuin 用本地 SQLite、上下文搜索与可选的端到端加密同步，重新组织 Shell 命令历史。本文深入解析它的核心能力、工作方式、安装路径、适用人群与潜在风险。</description>
    </item>
    <item>
      <title>DeerFlow 2.0 深度解析：从研究工作流到长时程智能体底座</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-bytedance-deer-flow-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 14 Aug 2026 00:32:37 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-bytedance-deer-flow-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>DeerFlow 2.0 不只是深度研究工具，而是一套面向分钟到小时级复杂任务的开源 SuperAgent Harness。本文从架构、核心能力、安装方式、安全边界与成熟度等方面，分析它是否值得采用。</description>
    </item>
    <item>
      <title>Trivy 深度拆解：一把安全扫描器，如何覆盖从代码到集群</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-aquasecurity-trivy-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Fri, 14 Aug 2026 00:06:07 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-aquasecurity-trivy-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深度解析 Trivy 如何用统一的目标与扫描器模型覆盖漏洞、错误配置、密钥、SBOM 和许可证检查，并梳理安装方式、适用边界及其供应链事件带来的启示。</description>
    </item>
    <item>
      <title>LocalSend 深度解析：把跨设备传输重新变成局域网小事</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-localsend-localsend-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 13 Aug 2026 00:20:15 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-localsend-localsend-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>LocalSend 如何让 Windows、macOS、Linux、Android 与 iOS 设备在同一局域网内免账号、无云端中转地传输文件和文本？本文拆解其能力、原理、限制与适用场景。</description>
    </item>
    <item>
      <title>Chrome DevTools MCP 深度解析：让编码智能体告别“蒙眼编程”</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-chromedevtools-chrome-devtools-mcp-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 13 Aug 2026 00:01:53 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-chromedevtools-chrome-devtools-mcp-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入解读 ChromeDevTools/chrome-devtools-mcp 如何把真实浏览器、控制台、网络、性能与内存信息接入编码智能体，并分析它的能力、使用方式、限制与安全边界。</description>
    </item>
    <item>
      <title>OpenPencil 深度解析：当设计文件变得可编程</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-open-pencil-open-pencil-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Wed, 12 Aug 2026 00:25:03 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-open-pencil-open-pencil-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>OpenPencil 不只是一款开源设计编辑器，还把 FIG/PEN 文件读写、CLI、MCP 与 SDK 纳入同一套可编程基础设施。本文深入拆解它的核心能力、技术架构、适用场景与当前限制。</description>
    </item>
    <item>
      <title>Waza 深度介绍：把 AI Agent Skill 从“能跑”推进到“可评估”</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-microsoft-waza-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Wed, 12 Aug 2026 00:06:05 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-microsoft-waza-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>微软开源 Waza 将 Agent Skill 的执行、评分、模型比较与回归门禁串成一套工程化工作流。本文从核心能力、使用路径、限制与适用场景出发，分析它如何帮助团队建立可重复的 Skill 评测体系。</description>
    </item>
    <item>
      <title>Apache SeaTunnel 深度解析：把异构数据搬运变成一条可治理的流水线</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-apache-seatunnel-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Tue, 11 Aug 2026 00:23:02 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-apache-seatunnel-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>从统一连接器、批流一体、整库同步到容错机制，深入解析 Apache SeaTunnel 的架构价值、适用边界与落地验证路径。</description>
    </item>
    <item>
      <title>RustDesk 深度解析：把远程桌面的连接入口握在自己手里</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-rustdesk-rustdesk-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Tue, 11 Aug 2026 00:06:26 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-rustdesk-rustdesk-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>从连接架构、核心能力、自托管部署到适用边界，全面解析开源远程桌面项目 RustDesk。</description>
    </item>
    <item>
      <title>Immich 深度解析：把家庭相册搬回自己的服务器，代价是什么？</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-immich-app-immich-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Mon, 10 Aug 2026 00:20:56 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-immich-app-immich-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>Immich 把手机备份、智能检索、家庭共享和照片管理带回自有服务器，但用户也必须接手硬件、升级与备份责任。</description>
    </item>
    <item>
      <title>RustFS 深度拆解：一个冲向 1.0 的 Rust 对象存储项目</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-rustfs-rustfs-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Mon, 10 Aug 2026 00:01:00 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-rustfs-rustfs-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>RustFS 试图用 Rust 构建一套可自行部署、兼容 S3、能从单机走向分布式的对象存储系统。本文拆解其核心能力、架构、安装方式、成熟度与生产风险。</description>
    </item>
    <item>
      <title>Superpowers 深度解析：给编程智能体装上一条‘软件工程流水线’</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-obra-superpowers-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sun, 09 Aug 2026 00:25:02 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-obra-superpowers-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深度解析 obra/superpowers：它如何用需求澄清、隔离工作区、实施计划、TDD、系统化调试和代码审查，为编程智能体补上一套可检查的软件工程流程。</description>
    </item>
    <item>
      <title>LangExtract 深度解析：让 LLM 抽取结果回到原文</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-google-langextract-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Sun, 09 Aug 2026 00:01:26 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-google-langextract-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入解析 Google 开源项目 LangExtract：它如何利用 LLM 抽取结构化信息、定位原文证据，并支持长文处理、可视化复核与多模型后端。</description>
    </item>
    <item>
      <title>Ruff 深度解析：把 Python 代码检查与格式化收进一个工具</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-astral-sh-ruff-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 06 Aug 2026 00:19:58 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-astral-sh-ruff-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入了解 Ruff 如何以 Rust 原生实现统一 Python 代码检查、自动修复、导入排序与格式化，并梳理它的核心能力、迁移方法和适用边界。</description>
    </item>
    <item>
      <title>Dify 深度拆解：把 AI 应用从演示推进到可交付系统</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-langgenius-dify-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Thu, 06 Aug 2026 00:01:21 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-langgenius-dify-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深度解析 Dify 的工作流、RAG、Agent、模型管理、部署成本、许可证边界与生产适用性。</description>
    </item>
    <item>
      <title>Docling 深度解析：把复杂文档变成 AI 能理解的结构</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-docling-project-docling-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Wed, 05 Aug 2026 00:13:52 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-docling-project-docling-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>深入解析 Docling 如何将 PDF、Office、网页、扫描件与音视频统一转换为适合 RAG、检索和 AI 应用的结构化文档。</description>
    </item>
    <item>
      <title>uv 深度解析：一个工具，能否收拢 Python 的碎片化工作流？</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-astral-sh-uv-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Wed, 05 Aug 2026 00:01:24 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-astral-sh-uv-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>从项目管理、Python 版本、全局缓存、脚本工具到构建发布，深入解析 astral-sh/uv 如何统一 Python 工程链路，以及团队迁移前需要评估的限制与风险。</description>
    </item>
    <item>
      <title>SeaweedFS 深度解析：把海量小文件拆成“卷”，能否绕开元数据瓶颈？</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-seaweedfs-seaweedfs-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
      <pubDate>Mon, 03 Aug 2026 07:02:21 +0000</pubDate>
      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-seaweedfs-seaweedfs-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
      <description>SeaweedFS 以卷级元数据模型应对海量小文件，并提供 S3、FUSE、WebDAV 与数据湖接口。本文拆解其架构、核心能力、部署方式、运维边界与适用场景。</description>
    </item>
    <item>
      <title>Eino 深度解析：Go 团队如何搭建可控的 AI 应用</title>
      <link>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-cloudwego-eino-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</link>
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      <guid>https://newsblog.okforks.com/posts/github-%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE-cloudwego-eino-%E6%B7%B1%E5%BA%A6%E4%BB%8B%E7%BB%8D/</guid>
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