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            "time": "2026-08-14 09:52:05",
            "title": "从零到一带你速通DeepSeek Harness",
            "desc": "你用的Claude Code、Codex、Workbuddy这些，本质都是Harness，要跟模型比如Claude Fable 5、GPT 5.6-Sol这些搭配起来用才行，要不然就是个纯空壳。",
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            "time": "2026-08-14 09:46:00",
            "title": "不止做大模型， DeepSeek 悄悄放出 Harness，本地 Agent 有了新底座",
            "desc": "当前为「开发者预览探索版」，框架功能持续迭代、接口存在频繁变更，存在破坏性更新，仅适用于技术学习、功能探索、Agent 预研实验，严禁直接用于生产环境。开源协议为 MIT，可自由体验、学习及实验性商用探索。",
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            "title": "你的 MCP Server 该升 2.0 了，无状态到底解决了什么？",
            "desc": "我试了 MCP 官方 Java SDK，它目前没有适配 2.0 的无状态特性，跑起来直接 500。langchain4j 的相关集成 SDK 也没跟上。相比之下，TypeScript SDK 是四个 Tier 1 SDK 里最先适配 2026-07-28 规范的，​​createMcpHandler​​ 一行搞定。",
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            "time": "2026-08-14 09:32:17",
            "title": "一夜之间，GPT-5.6 Sol被OpenAI加速了14倍",
            "desc": "8 月 14 日凌晨，OpenAI 联合 AI 芯片厂商 Cerebras 正式预览了其旗舰模型 GPT-5.6 Sol 的全新服务层级「超高速模式」（Ultrafast Mode）。",
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            "index": 12,
            "time": "2026-08-14 09:23:11",
            "title": "DeepSeek的「自进化」蓝图，曝光了",
            "desc": "全文围绕Cordis展开，这是黑鲸的核心，一个可以随意插拔的「乐高底板」。在这里，万物皆插件，万物可重组。",
            "url": "https://www.51cto.com/article/852981.html",
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        {
            "index": 13,
            "time": "2026-08-14 09:17:17",
            "title": "对标 Claude Cowork：DeepSeek Harness 公测，同步开放插件生态",
            "desc": "DeepSeek-V4-Pro-0813 正式开源，同时还推出了其开源（MIT 协议）的代码智能体框架 Harness 的 v0.1 开发者预览版（基于 Cordis），并同步开放了配套的插件生态系统。",
            "url": "https://www.51cto.com/article/852980.html",
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        {
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            "time": "2026-08-14 09:01:18",
            "title": "AI 翻译看得懂字，却读不懂「梗」？小红书联合浙大、复旦提出首个「文化有效性」评测标准，入选 ICML 2026",
            "desc": "小红书联合浙江大学、复旦大学提出 CULTURE-MT——首个面向中英社媒笔记翻译、兼顾文化符号传递与情感共鸣的评测基准，并首次提出「文化有效性」评估标准与自动评估模型 JUDGER（准确率 86%）。",
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        },
        {
            "index": 15,
            "time": "2026-08-14 08:57:00",
            "title": "谢尔盖・布林再次进入「创始人模式」？Google押注「AI自我进化」",
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            "url": "https://www.51cto.com/article/852953.html",
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        {
            "index": 16,
            "time": "2026-08-14 08:55:00",
            "title": "刚刚，DeepSeek Harness震撼开源：一切皆插件",
            "desc": "DeepSeek Harness 现在还远没有到「安装完成，一切丝滑」的阶段，但它已经展示出一套相当完整的技术判断。",
            "url": "https://www.51cto.com/article/852952.html",
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        {
            "index": 17,
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            "url": "https://www.51cto.com/article/852951.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/99cd37f58f531daa21a1753d88ce6cd334eb99.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 18,
            "time": "2026-08-14 08:50:00",
            "title": "啧，A社实验在Agent之间传播“思维病毒”…",
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            "url": "https://www.51cto.com/article/852950.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/534359a55cc6e5ff6d76276f5799dba4513682.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
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        {
            "index": 19,
            "time": "2026-08-14 08:47:00",
            "title": "Claude一举扫清2000阶以下哈达玛矩阵！AI开始清空数学“待解列表”",
            "desc": "Anthropic研究员、数学家Levent Alpöge报告称，他们找到了解决668阶哈达玛矩阵的方案，并感谢由三名人类和Claude组成的团队。",
            "url": "https://www.51cto.com/article/852949.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/88d3158877be59c614c9833cda5355600768f8.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 20,
            "time": "2026-08-14 08:46:54",
            "title": "什么是 Skill？手把手带你写一个简单有用的 Skill！",
            "desc": "最基础的版本其实特别简单：建一个文件夹，里面放一份 SKILL.md，写清楚它要做什么、什么时候触发、触发以后怎么干，基本就算有了一个能被识别的 Skill。",
            "url": "https://www.51cto.com/article/852978.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/67e4a5580b1926fd2df1545d7ab3286ab34bca.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 21,
            "time": "2026-08-14 08:45:00",
            "title": "刚刚！Ilya首个模型曝光了",
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            "url": "https://www.51cto.com/article/852948.html",
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        },
        {
            "index": 22,
            "time": "2026-08-14 08:43:13",
            "title": "Agent 的“npm 时刻”来了，但真正的坑才刚开始",
            "desc": "Agent Plugins 带来的实际变化，是 Agent 能力开始变成可版本化、可迁移的工程资产。资产一旦可以像包一样传播，团队就要承担依赖治理责任。如果你准备尝试，可以先选一个低风险的内部工作流，在两个客户端之间做兼容实验，同时记下来源、版本、权限和回滚方式。",
            "url": "https://www.51cto.com/article/852977.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/c6e5b9e96ee3d22fc15750035933596377e141.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 23,
            "time": "2026-08-14 08:43:00",
            "title": "马斯克Grok 4.6重回一梯队！更低价格反超Fable 5，这Cursor是真没白收购",
            "desc": "SpaceXAI这次拿出的官方跑分表，摆了10项基准，对比对象是Grok 4.5 High、GPT-5.6 Sol Max和Fable 5 Max。",
            "url": "https://www.51cto.com/article/852947.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/e69a3d963bb5b8e31ff28737af0350f4c76c81.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 24,
            "time": "2026-08-14 08:42:00",
            "title": "真卷啊，AI编程老祖Devin估值反超Cursor了",
            "desc": "随着Anthropic、OpenAI等模型公司也在向能够独立运行数小时甚至数天的智能体方向发展，能写不出错的代码已变成了这个赛道门槛和及格线。",
            "url": "https://www.51cto.com/article/852946.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/265ea4f84bfc65b1085006732c28603fc8bc90.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 25,
            "time": "2026-08-14 08:40:00",
            "title": "ACM MM'26 | 3D指标超过Nano Banana Pro！浙大开源方案让AI在平面图像里进行立体编辑",
            "desc": "浙江大学ReLER团队提出并开源PhyEdit，用显式3D几何preview指导DiT图像编辑，让模型更准确地处理物体远近、尺度、遮挡和多物体操作。论文已被ACM MM 2026接收。",
            "url": "https://www.51cto.com/article/852945.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/61faea723eeeeb91ffe890c310ed872e465381.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 26,
            "time": "2026-08-14 08:37:06",
            "title": "Multica 深读：把编码 Agent 变成真正的队友，靠的是「不造循环，只做控制面」",
            "desc": "Multica 的核心并非某个新模型，而是一组工程约束：一个接口配多份实现，一套工作目录约定，一个单一真相源，以及一份将多数规则都标注了对应触发 bug 的工程文档。对于研究「人与 Agent 协作」如何落地的开发者，它是一个值得逐行阅读的开源参考实现。",
            "url": "https://www.51cto.com/article/852976.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/14ccd106316857cbe127540d5bc6fbdb0aa3ed.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 27,
            "time": "2026-08-14 08:32:07",
            "title": "23个！可能导致系统宕机的坑！",
            "desc": "有个服务为了省 Redis 调用，用 static HashMap 做本地缓存。上线后跑了一周，内存曲线只升不降，最后 Full GC 都回收不掉，因为那些对象被 Map 强引用着。",
            "url": "https://www.51cto.com/article/852974.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/035091774d8bf8079a8527832fc24cd6f126b5.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 28,
            "time": "2026-08-14 08:27:16",
            "title": "为什么 DeepSeek Harness 敢让 AI 自己改自己？",
            "desc": "卸载组件要重启、agent 改代码要停机，是同一个病根：“动态组合”一直没有数学地基。这篇论文给它补上了——每个副作用都自带撤销键，每个依赖都自动响应。它还证明了：无论怎么折腾，系统最终都会停在一个干干净净、等价于“从零装配”的状态上。 DeepSeek Harness，就是这套理论第一次跑进生产的样子。",
            "url": "https://www.51cto.com/article/852973.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/342a65965eb8ece5fad27843494e7ce3894c6d.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 29,
            "time": "2026-08-14 08:23:17",
            "title": "DeepSeek Harness发布，夯爆了，附保姆式使用教程！",
            "desc": "模型能力再强，也得靠工具和工作流把活干完。DeepSeek Harness 把这些能力全部开放出来，开发者可以自己换模型、改插件和定制模式，这条路跟封闭的一体化产品很不一样。",
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            "imgsrc": "https://s2.51cto.com/oss/202608/14/55b05bf2593ce7664ae1818d25b41f178bacd9.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 30,
            "time": "2026-08-14 08:21:25",
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            "desc": "今天，OpenAI重磅发布《GPT-5.6构建者指南》，交出了一份亮眼的成绩单。在ARC-AGI-3上，GPT-5.6 Sol的性能从13.3%飙到38.3%，输出Token暴降6倍。",
            "url": "https://www.51cto.com/article/852970.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/a60f1df34e1ae6ef484067d417765460c29f57.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 31,
            "time": "2026-08-14 08:17:57",
            "title": "DeepSeek Harness 开源：一切皆插件",
            "desc": "eepSeek Harness 目前还只是 v0.1 Developer Preview。官方也明确提醒，项目正在快速迭代，后续甚至可能出现破坏兼容性的变更，因此现阶段更适合体验、研究和插件开发。但它背后的方向很值得关注。",
            "url": "https://www.51cto.com/article/852969.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/676e6ae14cd9bbf72e9948e3551bada9480167.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 32,
            "time": "2026-08-14 08:14:04",
            "title": "Agent 不是新东西：React 早就教过你这八件事",
            "desc": "最值钱的是第 6 条和第 10 条。第 6 条是我这次实测里最反常识的一条——​​json_object​​ 开了照样给你 ​​\"high\"​​，而真正管住形状的 ​​json_schema​​ 大部分教程压根没提；第 10 条是我自己翻车的地方，一句 ​​err.message​​ 就能把内网主机名送到客服话术里。",
            "url": "https://www.51cto.com/article/852968.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/544350394f163fe5764763a151667fb1bf13dc.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 33,
            "time": "2026-08-14 08:12:18",
            "title": "滴滴二面：多用户场景下的Agent如何实现会话与记忆的隔离呢？我说每个用户单独管理就好，面试官冷笑了下…",
            "desc": "这道面试题看似是在问技术方案，实际上是在考察你有没有\"生产环境安全意识\"。也难怪我那句\"单独管理就好\"会让面试官冷笑。这四个字背后藏着的坑，够写一整篇架构设计文档了。",
            "url": "https://www.51cto.com/article/852967.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/d8232bc58ec0510f1d7870680944f74cb604c8.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 34,
            "time": "2026-08-14 08:06:37",
            "title": "刚刚 DeepSeek Harness 重磅开源！！一切皆为插件",
            "desc": "DeepSeek V4 Pro 昨天发布，DeepSeek Harness（dsh）开发者预览版同步开源。本文从实战演示到源码架构，逐层拆解这套系统的设计哲学与技术细节。",
            "url": "https://www.51cto.com/article/852966.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/33002b9571de0fcefd187721c6f25e3941a55a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 35,
            "time": "2026-08-14 07:53:22",
            "title": "DSH（DeepSeek Harness）来了：从 DeepSeek V4 Pro 看 Agent 的模型、协议与运行时",
            "desc": "V4 Pro 负责理解任务、推理和选择下一步。Responses API 在客户端与模型之间传递输入、输出和工具结果。DSH 负责调度后续执行，并把会话过程记录下来。Agent 往往要连续调用多轮模型和工具，账单最后取决于整次任务跑了多少轮。",
            "url": "https://www.51cto.com/article/852965.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/881838a178e8a9e70399437c6ae28f2426ca9a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 36,
            "time": "2026-08-14 07:44:01",
            "title": "基于Harness工程和渐进式探索的源代码逆向工程- Skills 技能设计和实践",
            "desc": "把大型代码库逆向成元模型，本质上是一次认知范式的转换：从\"读懂项目\"转向\"把项目建成可导航、可验证、可持续维护的知识资产\"。 渐进式探索是这场转换的方法论——先地图后细节、先索引后展开、先稳定后可变，配合证据分级对抗记忆漂移，配合进度检查点实现跨会话续跑，配合一致性校验保证产物可用。",
            "url": "https://www.51cto.com/article/852964.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/47fe8d3105f8de35c19074946d218c61550c88.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 37,
            "time": "2026-08-14 07:36:23",
            "title": "DeepSeek Harness 发布了，居然没 CLI ？",
            "desc": "DeepSeek Harness 的设计理念是一切皆插件，基于插件式的开放架构来构建 Agent Harness ，Harness 中的模型、工具、技能、会话、沙箱、存储、循环、调度、UI 等所有 Agent 能力均由插件组合而成，可自由替换、灵活重组。",
            "url": "https://www.51cto.com/article/852963.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/71c07e3970b3a24f2732598c7093b7015649a4.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 38,
            "time": "2026-08-14 07:32:58",
            "title": "一文看懂 AI 工作系统：从“聊天机器人”到“会干活的智能体”",
            "desc": "AI 系统不是科幻，而是工程。它由四个部件（环境、传感器、执行器、决策机制）组成，靠一条循环（Agent Loop）持续运转，靠一组工具（Function Calling）接触现实世界。",
            "url": "https://www.51cto.com/article/852962.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/6200fa9894d4afc3904465cc9d5a852866a8f2.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 39,
            "time": "2026-08-14 07:21:19",
            "title": "一个监控系统的演进：从多Exporter到统一Agent，我们做了什么？",
            "desc": "一个DaemonSet部署节点监控，一个Deployment部署MySQL监控，又一个Deployment部署Redis监控...配置文件满天飞，版本号不一致，资源配额难以控制。",
            "url": "https://www.51cto.com/article/852960.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/81f1ff110af07dbca30372a212d68deedac4b7.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 40,
            "time": "2026-08-14 07:14:43",
            "title": "向量数据库怎么选：Milvus / pgvector / Qdrant 横评",
            "desc": "Milvus、pgvector、Qdrant这三个向量库选哪个不都差不多，无非就是存一下向量数据、再进行语义相似度检索吗？可真上手才发现水有多深。",
            "url": "https://www.51cto.com/article/852959.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/260b393128f504ed39732340e1196f891fb3a2.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 41,
            "time": "2026-08-14 07:05:05",
            "title": "Agent发展至今，你还不认识LangGraph？",
            "desc": "LangGraph 更像一个 Agent Runtime。它关心的是：现在的数据是什么？下一步跑谁？能不能并行？失败以后从哪继续？要不要暂停？人能不能介入？",
            "url": "https://www.51cto.com/article/852958.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/178e7cd334187b2c102527204fd6c86106e5f1.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 42,
            "time": "2026-08-14 06:54:31",
            "title": "谷歌开始肢解DeepMind，数个团队被划归总部",
            "desc": "多数员工直到换帅消息对外公布时，才知道DeepMind即将发生重大调整。如今，他们又要面对一连串尚未得到回答的问题：究竟哪些团队会被迁走？谁来决定剩余项目的命运？那些不直接服务Gemini的研究，还能获得多少资源？",
            "url": "https://www.51cto.com/article/852957.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/14/973e65c66d8e3cc5fe0417527bce7a16665d39.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 43,
            "time": "2026-08-14 05:00:00",
            "title": "面试官皱眉：“你用过 LangChain 里的 Deep Research 吗？”，我：“就是多搜索几次，再让模型生成一篇更长的报告”",
            "desc": "回答 Deep Research 时，先说明它是一类研究型 Agent 架构，而不是 LangChain 核心包中的一个开关。官方参考实现与通用 Deep Agents 框架定位不同，但它们都可以借助 LangChain 和 LangGraph 的模型、工具、状态与编排能力。",
            "url": "https://www.51cto.com/article/852929.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/476bf1402c786dcae7401754cd219c424d0fd8.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 44,
            "time": "2026-08-14 04:00:00",
            "title": "做 AI Agent，先分清 MCP 和 Skills",
            "desc": "什么时候选 MCP，什么时候选 Skills？如果你的 AI 应用需要访问实时数据，而且要用比较受控、有权限边界的方式访问，那 MCP 更合适。如果你只是想给 AI 增加一个可复用的自定义能力，那配置 MCP 可能就有点重。这时候 Skills 更合适。",
            "url": "https://www.51cto.com/article/852928.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/55f23c8403bf8bff2c4995adc7987b7c3de53a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 45,
            "time": "2026-08-14 03:00:00",
            "title": "RAG 为什么会在复杂文档里失效",
            "desc": "看完这篇文章，你会知道，问题不一定出在模型不够聪明，也不一定是向量数据库不行，而是复杂文档本身就不是一个干净的答案库。我们先从最简单的 RAG 流程说起。",
            "url": "https://www.51cto.com/article/852927.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/81b01b3859d2d8e773b225a2a28533f9a31d63.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 46,
            "time": "2026-08-14 02:00:00",
            "title": "从一键检测到 AI 修复：我们如何把无障碍检查做进研发流程",
            "desc": "本文介绍一套覆盖 Web 端、Vue 编码阶段和 Android App 真机页面的检测工具链：Web 端覆盖 PC 页面与 H5 页面，Chrome 插件发现运行时问题；VS Code 插件前置检测并结合大模型辅助修复；桌面端工具基于 ADB、截图和 UI XML 完成 App 检查，帮助团队形成质量闭环。",
            "url": "https://www.51cto.com/article/852920.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/21c3e2349208917cd158556f6dec9b805dbd27.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 47,
            "time": "2026-08-14 02:00:00",
            "title": "列表→分类法→词典→语义层→本体→知识图谱：AI大模型时代知识建模的六个台阶",
            "desc": "把 42 变成\"巴黎一月订单涨，要备货\"，人类一秒的事，机器要的是本体。本文拆六台阶：列表→分类法→词典→语义层→本体→知识图谱。",
            "url": "https://www.51cto.com/article/852894.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/d3e6a37307cf87429e9219e8d98cbcb92d69ca.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 48,
            "time": "2026-08-14 01:43:00",
            "title": "从 Mozilla 孤儿到独立王国：起底 Rust 基金会如何“养大”一门产业级语言",
            "desc": "如果你的生产系统里跑着 Rust，你有没有认真想过这几个问题：crates.io 挂了找谁修？编译器 CI 流水线的账单谁在付？如果哪天有人恶意抢注 Rust 商标，谁来打这场官司？",
            "url": "https://www.51cto.com/article/852896.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/34d326f210409221cf0521fc89b683d5bf476e.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 49,
            "time": "2026-08-14 01:20:00",
            "title": "同一个严重漏洞，别人拿三万你只拿一万：GitHub赏金腰斩背后的\"信任市场\"真相",
            "desc": "​2026年7月22日，GitHub宣布了一项引发安全社区广泛讨论的决定：将公开漏洞赏金计划中各个严重等级的奖励至少削减一半。其中，曾经可以获得2万至3万美元以上奖励的严重漏洞，在新规则下只能获得固定的1万美元。",
            "url": "https://www.51cto.com/article/852893.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/a651dd982cfebb635c45857e35ea31a1b74a5b.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 50,
            "time": "2026-08-14 01:02:00",
            "title": "Java未尽的事业，当“一次编写，到处运行”遇上AI时代，答案为什么是MoonBit？",
            "desc": "Java 用 JVM 证明了一件事：只要拥有稳定的运行环境，软件就可以跨越操作系统，并形成巨大生态。MoonBit 延续了这个方向，更关注更小、更轻、更频繁被调用的工具，它希望通过 Wasm，把：程序运行环境、包分发和权限控制连接到同一条路径上。",
            "url": "https://www.51cto.com/article/852895.html",
            "imgsrc": "https://s2.51cto.com/oss/202608/13/731808f000f71e159c43704e954ca842a9144a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        }
    ],
    "copyright": "小尘API——聚合热搜榜"
}