[{"data":1,"prerenderedAt":1008},["ShallowReactive",2],{"page-/post/nezus/2026/08/doubao-seed-evolving-grok-obsidian-grok":3,"pages-grouped-only":523,"surrounding-page":1003},{"id":4,"title":5,"author":6,"body":7,"date":514,"description":13,"extension":515,"group":516,"lastmod":516,"meta":517,"navigation":307,"path":518,"rawbody":519,"seo":520,"showTitle":516,"sort":516,"stem":521,"tags":516,"versions":516,"__hash__":522},"content/post/nezus/2026/08/doubao-seed-evolving-grok-obsidian-grok.md","doubao-seed-evolving和Grok同时开发Obsidian插件，Grok竟然惜败","Kairos",{"type":8,"value":9,"toc":508},"minimark",[10,14,22,25,40,46,49,53,159,162,257,260,263,266,272,279,282,285,345,355,362,365,368,373,376,379,384,387,392,395,400,403,408,411,417,420,423,439,444,449,458,461,467,473,482,489,495,501,504],[11,12,13],"p",{},"AI 时代，最大的好处就是可以无限简化自己的工作流，并且是以最适合自己的方式。（毕竟花的是自己的 token",[11,15,16,17,21],{},"所以在",[18,19,20],"strong",{},"公众号发文","这一方面，我早就把所有环节打通，并封装成了 Agent 友好的 CLI ，使用者只需要写好文章，就可以通知自己的 codex、claude code、Hermes Agent 等等让它调用 CLI 并且追踪整个发布流程。",[11,23,24],{},"但 CLI 对于普通用户来说，门槛还是较高，所以我也在尝试多种 GUI 去包装和简化背后的逻辑。",[11,26,27,28,31,32,39],{},"这次我就",[18,29,30],{},"结合很多人都在用的 Obsidian 来开发一个插件，直接支持在 OB 里发布文章到草稿箱","。使用的模型是",[33,34,38],"a",{"href":35,"rel":36},"https://ark.volcengine.com/region:cn-beijing/subscription/agent-plan",[37],"nofollow","火山 Agent Plan","里的「doubao-seed-evolving」。",[11,41,42,43],{},"这是一个不会更改模型名称，但能力一直在进化的模型。比如你用 deepseek-v4-pro ，当他发布 v5 时，你就需要把模型名改为 deepseek-v5-pro ，但豆包这个模型会一直用这个名字不需要你去替换，而且它的迭代速度很快，按周更新，",[18,44,45],{},"支持 1M 超长上下文，具备复杂任务编排、长程规划、代码生成与工具调用能力。",[11,47,48],{},"我平时是基本不用 doubao 的模型的，但是其他能买到的模型使用强度很高，这次我就拿 Grok 和它做对比，感受一下它是个什么强度。",[50,51,52],"h2",{"id":52},"项目情况",[54,55,56,73],"table",{},[57,58,59],"thead",{},[60,61,62,67,70],"tr",{},[63,64,66],"th",{"align":65},"left","维度",[63,68,69],{"align":65},"数量",[63,71,72],{"align":65},"说明",[74,75,76,99,114,129,144],"tbody",{},[60,77,78,84,89],{},[79,80,81],"td",{"align":65},[18,82,83],{},"TypeScript 总计",[79,85,86],{"align":65},[18,87,88],{},"约 2.5 万行",[79,90,91,95,96],{"align":65},[92,93,94],"code",{},"src/"," 下全部 ",[92,97,98],{},".ts",[60,100,101,106,111],{},[79,102,103],{"align":65},[18,104,105],{},"业务代码（不含测试）",[79,107,108],{"align":65},[18,109,110],{},"约 1.9 万行",[79,112,113],{"align":65},"91 个源文件",[60,115,116,121,126],{},[79,117,118],{"align":65},[18,119,120],{},"测试代码",[79,122,123],{"align":65},[18,124,125],{},"约 0.6 万行",[79,127,128],{"align":65},"30 个测试文件",[60,130,131,136,141],{},[79,132,133],{"align":65},[18,134,135],{},"HTML 模板",[79,137,138],{"align":65},[18,139,140],{},"约 0.2 万行",[79,142,143],{"align":65},"封面、长图、海报等渲染模板",[60,145,146,151,156],{},[79,147,148],{"align":65},[18,149,150],{},"CLI 命令数",[79,152,153],{"align":65},[18,154,155],{},"30 个",[79,157,158],{"align":65},"工作流 17 + 运维工具 13",[11,160,161],{},"核心功能点",[54,163,164,177],{},[57,165,166],{},[60,167,168,171,174],{},[63,169,170],{"align":65},"模块",[63,172,173],{"align":65},"行数",[63,175,176],{"align":65},"含义",[74,178,179,193,204,218,232,246],{},[60,180,181,187,190],{},[79,182,183,184],{"align":65},"命令层 ",[92,185,186],{},"commands/",[79,188,189],{"align":65},"~5,000",[79,191,192],{"align":65},"用户/Agent 能调用的每个动作",[60,194,195,198,201],{},[79,196,197],{"align":65},"核心编排（状态机、任务、路由等）",[79,199,200],{"align":65},"~5,200",[79,202,203],{"align":65},"「下一步该干什么」的大脑",[60,205,206,212,215],{},[79,207,208,209],{"align":65},"图片渲染 ",[92,210,211],{},"imgx/",[79,213,214],{"align":65},"~3,000",[79,216,217],{"align":65},"封面、海报、长图生成",[60,219,220,226,229],{},[79,221,222,223],{"align":65},"微信 HTML 预览/导出 ",[92,224,225],{},"wechat-preview/",[79,227,228],{"align":65},"~2,800",[79,230,231],{"align":65},"Markdown → 公众号排版",[60,233,234,240,243],{},[79,235,236,237],{"align":65},"发布通道 ",[92,238,239],{},"providers/",[79,241,242],{"align":65},"~1,700",[79,244,245],{"align":65},"真正推到微信/博客/CDN",[60,247,248,251,254],{},[79,249,250],{"align":65},"Schema + 适配器",[79,252,253],{"align":65},"~1,000",[79,255,256],{"align":65},"配置校验、插件接口",[11,258,259],{},"这个 CLI 最大的特点是：会输出下一步建议， Agent 每次都读取并且按建议去继续调用，不需要过多的业务字段描述就能知道自己要做什么。",[11,261,262],{},"并且，一个发布任务运行时，会产生一个关联的 json 文件，用字段来完整的记录所有状态，不需要靠人和 Agent 反复对话，因为反复对话会产生很多幻觉，且依赖 Agent 的记忆能力去把控。",[11,264,265],{},"基于此设计，就可以实现人工中途接续，多 Agent 协作等能力。",[11,267,268,271],{},[18,269,270],{},"doubao-seed-evolving"," 分析时也要理解它要实现的插件功能的业务范围，其实只是对接一部分，并且需要搜索如何开发一个 Obsidian 插件。",[11,273,274,275,278],{},"我会",[18,276,277],{},"一次性给它全部需求","，看它的完成效果如何",[50,280,281],{"id":281},"编写计划",[11,283,284],{},"简单描述一下我需要的功能，希望它开发能直接给我应用到 OB 仓库上，我重启就能用",[286,287,292],"pre",{"className":288,"code":289,"language":290,"meta":291,"style":291},"language-Markdown shiki shiki-themes github-light","/plan 这是一个我日常在使用的 CLI 工具，主要核心功能是把本地 MD 直接发布到公众号草稿箱里。现在需要你分析它的主要功能，然后帮我写一个 Obsidian 插件能让我在 OB 里使用它。\n\n  1. ob 插件不需要发布到官方自己本地创建一个新的目录，然后软连接到 ob 里就行， ob 仓库使用「content」\n  2. 插件需要在右侧出现，一个新的 tab 栏，要显示出当前打开的文件，发布状态，当前设置的平台、账号、一键发布按钮\n  3. 插件设置页面需要 1 环境检测，安装 bun、zzhub-pipeline cli 的命令 2. 账号选择 可以设置当前默认的账号 3 其他的你看看还有什么有价值的显示信息\n  4. 发布一篇文章后，需要记录并关联，能在面板看到关联的 run_id ，并把按钮显示为「重新发布」\n  5. 发布时，状态需要及时回显。\n  6. 面板中显示文章名称时，优先使用 title 字段，其次使用文件名\n","Markdown","",[92,293,294,302,309,315,321,327,333,339],{"__ignoreMap":291},[295,296,299],"span",{"class":297,"line":298},"line",1,[295,300,301],{},"/plan 这是一个我日常在使用的 CLI 工具，主要核心功能是把本地 MD 直接发布到公众号草稿箱里。现在需要你分析它的主要功能，然后帮我写一个 Obsidian 插件能让我在 OB 里使用它。\n",[295,303,305],{"class":297,"line":304},2,[295,306,308],{"emptyLinePlaceholder":307},true,"\n",[295,310,312],{"class":297,"line":311},3,[295,313,314],{},"  1. ob 插件不需要发布到官方自己本地创建一个新的目录，然后软连接到 ob 里就行， ob 仓库使用「content」\n",[295,316,318],{"class":297,"line":317},4,[295,319,320],{},"  2. 插件需要在右侧出现，一个新的 tab 栏，要显示出当前打开的文件，发布状态，当前设置的平台、账号、一键发布按钮\n",[295,322,324],{"class":297,"line":323},5,[295,325,326],{},"  3. 插件设置页面需要 1 环境检测，安装 bun、zzhub-pipeline cli 的命令 2. 账号选择 可以设置当前默认的账号 3 其他的你看看还有什么有价值的显示信息\n",[295,328,330],{"class":297,"line":329},6,[295,331,332],{},"  4. 发布一篇文章后，需要记录并关联，能在面板看到关联的 run_id ，并把按钮显示为「重新发布」\n",[295,334,336],{"class":297,"line":335},7,[295,337,338],{},"  5. 发布时，状态需要及时回显。\n",[295,340,342],{"class":297,"line":341},8,[295,343,344],{},"  6. 面板中显示文章名称时，优先使用 title 字段，其次使用文件名\n",[11,346,347,348,351,352],{},"发出指令后自动走了",[92,349,350],{},"superpower","，我的心一凉，",[18,353,354],{},"token 估计吃不住",[11,356,357],{},[358,359],"img",{"alt":360,"src":361},"1.00","https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_fe8c00c0155d_image.png",[11,363,364],{},"它派发了三个 sub-agent 去分析，但有两个都因为「hit rate limits」失败了，最后只有一个去干活",[11,366,367],{},"分析完成后，问了几个关键问题，最后输出了一个计划，计划极其详细。我强忍不适看了一圈，没发现明显的问题",[11,369,370],{},[358,371],{"alt":360,"src":372},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_9c0426205ea3_image.png",[50,374,375],{"id":375},"成果展示",[11,377,378],{},"完成后可以直接重启 OB 就能看到了",[11,380,381],{},[358,382],{"alt":360,"src":383},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_4ac69c69a125_image.png",[11,385,386],{},"设置界面信息是全的，也支持切换账号",[11,388,389],{},[358,390],{"alt":360,"src":391},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_6db1975a3aca_image.png",[11,393,394],{},"在笔记界面可以看到面板已经就绪",[11,396,397],{},[358,398],{"alt":360,"src":399},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_baad993cb265_image.png",[11,401,402],{},"点击发布，有完整的状态回显",[11,404,405],{},[358,406],{"alt":360,"src":407},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_0941a63c99be_iShot_2026-08-06_15.43.32.gif",[11,409,410],{},"发布成功后，在公众号草稿箱可以看到草稿",[11,412,413],{},[358,414],{"alt":415,"src":416},"0.73","https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_49d9a8d3c719_44161cf3e97bba053e0abfe1a2b8d9f1.jpg",[11,418,419],{},"发布本身是 CLI 的能力，我日常一直在用的，所以不会有问题。",[11,421,422],{},"封面图也是 CLI 直接用标题生成了， Markdown 渲染 HTML 也是基于 milkdown 这个插件来自定义的样式，我就只管码字。",[11,424,425,426,431,432,434,435,438],{},"对了， CLI 也是",[33,427,430],{"href":428,"rel":429},"https://github.com/aatrooox/zzhub-pipeline",[37],"开源","的，还在持续优化和升级中。这次本来是想用 ",[18,433,270],{}," 做一些更底层的编码任务，但是 Agent Plan 套餐的",[18,436,437],{},"Token 不够","🤡，下次再搞吧。",[11,440,441],{},[18,442,443],{},"本次消耗 Token 14M ，产出 1500 行代码左右，不算多。",[11,445,446],{},[358,447],{"alt":360,"src":448},"https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_8586b141e143_image.png",[11,450,451,452,457],{},"代码已在",[33,453,456],{"href":454,"rel":455},"https://github.com/aatrooox/zzhub-ob-wxpublish",[37],"Github 开源","，欢迎试用～",[50,459,460],{"id":460},"评价",[11,462,463,464,466],{},"这个开发任务，我用 Grok 4.5 high 也跑了一遍， Gork 在这个任务里要比 ",[18,465,270],{}," 要逊色一些。",[11,468,469,470,472],{},"不过二者有个变量没对齐， Claude Code 里的",[18,471,270],{},"自己用上了 superpower ， Grok Build 是用的自带的 plan ，无任何系统提示词。",[11,474,475,476,478,479],{},"从整体来看，",[18,477,270],{}," 要强一些， Gork 直出的 UI 效果挺差，修改了一次才好点，并且状态回显上做的不好，应该和 plan 就不完善有关。",[18,480,481],{},"两者都不确定有没有降智。",[11,483,484,485,488],{},"Grok 的计划更条理，更可读，",[18,486,487],{},"速度至少是 evolving 的三倍","，体感上好太多。",[11,490,491,494],{},[18,492,493],{},"evolving"," 的计划非常详细，会具体到修改哪个文件哪一行，对于处理公司项目是个好事，处理 AI 项目就有点头疼 🥲",[11,496,497,498,500],{},"不过 ",[18,499,493],{}," 更新速度很快，期待它变的更好用，然后把价格打下来😜",[11,502,503],{},"感兴趣的朋友可以去火山订阅，尝试和对比一下～",[505,506,507],"style",{},"html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}",{"title":291,"searchDepth":304,"depth":304,"links":509},[510,511,512,513],{"id":52,"depth":304,"text":52},{"id":281,"depth":304,"text":281},{"id":375,"depth":304,"text":375},{"id":460,"depth":304,"text":460},"2026-08-07T00:00:00.000Z","md",null,{},"/post/nezus/2026/08/doubao-seed-evolving-grok-obsidian-grok","---\ntitle: \"doubao-seed-evolving和Grok同时开发Obsidian插件，Grok竟然惜败\"\ndate: 2026-08-07\nauthor: Kairos\n---\n\n\nAI 时代，最大的好处就是可以无限简化自己的工作流，并且是以最适合自己的方式。（毕竟花的是自己的 token\n\n所以在**公众号发文**这一方面，我早就把所有环节打通，并封装成了 Agent 友好的 CLI ，使用者只需要写好文章，就可以通知自己的 codex、claude code、Hermes Agent 等等让它调用 CLI 并且追踪整个发布流程。\n\n但 CLI 对于普通用户来说，门槛还是较高，所以我也在尝试多种 GUI 去包装和简化背后的逻辑。\n\n这次我就**结合很多人都在用的 Obsidian 来开发一个插件，直接支持在 OB 里发布文章到草稿箱**。使用的模型是[火山 Agent Plan](https://ark.volcengine.com/region:cn-beijing/subscription/agent-plan)里的「doubao-seed-evolving」。\n\n这是一个不会更改模型名称，但能力一直在进化的模型。比如你用 deepseek-v4-pro ，当他发布 v5 时，你就需要把模型名改为 deepseek-v5-pro ，但豆包这个模型会一直用这个名字不需要你去替换，而且它的迭代速度很快，按周更新，**支持 1M 超长上下文，具备复杂任务编排、长程规划、代码生成与工具调用能力。**\n\n我平时是基本不用 doubao 的模型的，但是其他能买到的模型使用强度很高，这次我就拿 Grok 和它做对比，感受一下它是个什么强度。\n\n## 项目情况\n\n| 维度                | 数量           | 说明               |\n| :---------------- | :----------- | :--------------- |\n| **TypeScript 总计** | **约 2.5 万行** | `src/` 下全部 `.ts` |\n| **业务代码（不含测试）**    | **约 1.9 万行** | 91 个源文件          |\n| **测试代码**          | **约 0.6 万行** | 30 个测试文件         |\n| **HTML 模板**       | **约 0.2 万行** | 封面、长图、海报等渲染模板    |\n| **CLI 命令数**       | **30 个**     | 工作流 17 + 运维工具 13 |\n\n核心功能点\n\n| 模块                              | 行数      | 含义                |\n| :------------------------------ | :------ | :---------------- |\n| 命令层 `commands/`                 | \\~5,000 | 用户/Agent 能调用的每个动作 |\n| 核心编排（状态机、任务、路由等）                | \\~5,200 | 「下一步该干什么」的大脑      |\n| 图片渲染 `imgx/`                    | \\~3,000 | 封面、海报、长图生成        |\n| 微信 HTML 预览/导出 `wechat-preview/` | \\~2,800 | Markdown → 公众号排版  |\n| 发布通道 `providers/`               | \\~1,700 | 真正推到微信/博客/CDN     |\n| Schema + 适配器                    | \\~1,000 | 配置校验、插件接口         |\n\n这个 CLI 最大的特点是：会输出下一步建议， Agent 每次都读取并且按建议去继续调用，不需要过多的业务字段描述就能知道自己要做什么。\n\n并且，一个发布任务运行时，会产生一个关联的 json 文件，用字段来完整的记录所有状态，不需要靠人和 Agent 反复对话，因为反复对话会产生很多幻觉，且依赖 Agent 的记忆能力去把控。\n\n基于此设计，就可以实现人工中途接续，多 Agent 协作等能力。\n\n**doubao-seed-evolving** 分析时也要理解它要实现的插件功能的业务范围，其实只是对接一部分，并且需要搜索如何开发一个 Obsidian 插件。\n\n我会**一次性给它全部需求**，看它的完成效果如何\n\n## 编写计划\n\n简单描述一下我需要的功能，希望它开发能直接给我应用到 OB 仓库上，我重启就能用\n\n```Markdown\n/plan 这是一个我日常在使用的 CLI 工具，主要核心功能是把本地 MD 直接发布到公众号草稿箱里。现在需要你分析它的主要功能，然后帮我写一个 Obsidian 插件能让我在 OB 里使用它。\n\n  1. ob 插件不需要发布到官方自己本地创建一个新的目录，然后软连接到 ob 里就行， ob 仓库使用「content」\n  2. 插件需要在右侧出现，一个新的 tab 栏，要显示出当前打开的文件，发布状态，当前设置的平台、账号、一键发布按钮\n  3. 插件设置页面需要 1 环境检测，安装 bun、zzhub-pipeline cli 的命令 2. 账号选择 可以设置当前默认的账号 3 其他的你看看还有什么有价值的显示信息\n  4. 发布一篇文章后，需要记录并关联，能在面板看到关联的 run_id ，并把按钮显示为「重新发布」\n  5. 发布时，状态需要及时回显。\n  6. 面板中显示文章名称时，优先使用 title 字段，其次使用文件名\n```\n\n发出指令后自动走了`superpower`，我的心一凉，**token 估计吃不住**\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_fe8c00c0155d_image.png)\n\n它派发了三个 sub-agent 去分析，但有两个都因为「hit rate limits」失败了，最后只有一个去干活\n\n分析完成后，问了几个关键问题，最后输出了一个计划，计划极其详细。我强忍不适看了一圈，没发现明显的问题\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_9c0426205ea3_image.png)\n\n## 成果展示\n\n完成后可以直接重启 OB 就能看到了\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_4ac69c69a125_image.png)\n\n设置界面信息是全的，也支持切换账号\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_6db1975a3aca_image.png)\n\n在笔记界面可以看到面板已经就绪\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_baad993cb265_image.png)\n\n点击发布，有完整的状态回显\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_0941a63c99be_iShot_2026-08-06_15.43.32.gif)\n\n发布成功后，在公众号草稿箱可以看到草稿\n\n![0.73](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_49d9a8d3c719_44161cf3e97bba053e0abfe1a2b8d9f1.jpg)\n\n发布本身是 CLI 的能力，我日常一直在用的，所以不会有问题。\n\n封面图也是 CLI 直接用标题生成了， Markdown 渲染 HTML 也是基于 milkdown 这个插件来自定义的样式，我就只管码字。\n\n对了， CLI 也是[开源](https://github.com/aatrooox/zzhub-pipeline)的，还在持续优化和升级中。这次本来是想用 **doubao-seed-evolving** 做一些更底层的编码任务，但是 Agent Plan 套餐的**Token 不够**🤡，下次再搞吧。\n\n**本次消耗 Token 14M ，产出 1500 行代码左右，不算多。**\n\n![1.00](https://img.nezus.cn/nezus/a41666a0-4588-493a-9ce5-3d34fcf5dd3f/notes/067c4b58-d88a-4eec-bada-aeea549f02e6/2026086_8586b141e143_image.png)\n\n代码已在[Github 开源](https://github.com/aatrooox/zzhub-ob-wxpublish)，欢迎试用～\n\n## 评价\n\n这个开发任务，我用 Grok 4.5 high 也跑了一遍， Gork 在这个任务里要比 **doubao-seed-evolving** 要逊色一些。\n\n不过二者有个变量没对齐， Claude Code 里的**doubao-seed-evolving**自己用上了 superpower ， Grok Build 是用的自带的 plan ，无任何系统提示词。\n\n从整体来看，**doubao-seed-evolving** 要强一些， Gork 直出的 UI 效果挺差，修改了一次才好点，并且状态回显上做的不好，应该和 plan 就不完善有关。**两者都不确定有没有降智。**\n\nGrok 的计划更条理，更可读，**速度至少是 evolving 的三倍**，体感上好太多。\n\n**evolving** 的计划非常详细，会具体到修改哪个文件哪一行，对于处理公司项目是个好事，处理 AI 项目就有点头疼 🥲\n\n不过 **evolving** 更新速度很快，期待它变的更好用，然后把价格打下来😜\n\n感兴趣的朋友可以去火山订阅，尝试和对比一下～",{"title":5,"description":13},"post/nezus/2026/08/doubao-seed-evolving-grok-obsidian-grok","k_P_GpkIZ2oB4hkhuCGXOwQC0MctJ9DD5Y9qAJWzOvE",[524,531,535,539,543,548,551,556,560,564,568,573,577,581,585,589,593,598,603,607,611,615,619,624,628,632,641,646,650,654,659,663,667,671,675,680,686,691,695,699,703,708,712,716,721,725,729,733,737,742,746,751,755,759,763,768,772,776,781,785,789,793,797,802,806,810,815,819,823,828,832,836,840,844,848,853,857,861,865,870,874,878,882,887,891,895,899,903,908,912,916,920,924,929,933,940,946,951,956,961,966,971,976,981,986,991,997],{"id":525,"path":526,"title":527,"date":528,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/2026-7-16.md","/post/nezus/2026/07/2026-7-16","2026年7月16日下午，台积电法说会上传出一个数字，让全球半导体圈炸了锅。","2026-07-17T00:00:00.000Z","#202607AI资讯","storytelling",{"id":532,"path":533,"title":534,"date":528,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/anthropic-ai.md","/post/nezus/2026/07/anthropic-ai","一个周末干掉四年：Anthropic 用 AI 两周搬完百万行代码，工程师沉默了",{"id":536,"path":537,"title":538,"date":528,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/google-20.md","/post/nezus/2026/07/google-20","欧盟一纸裁决，Google 20年护城河被撕开第一道口子",{"id":540,"path":541,"title":542,"date":528,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/xai-grok.md","/post/nezus/2026/07/xai-grok","xAI给Grok装上定时任务能力",{"id":544,"path":545,"title":546,"date":547,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/apple.md","/post/nezus/2026/07/apple","Apple智能落地中国，阿里千问成幕后赢家","2026-07-16T00:00:00.000Z",{"id":549,"path":550,"title":546,"date":547,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/deepmind.md","/post/nezus/2026/07/deepmind",{"id":552,"path":553,"title":554,"date":547,"tags":516,"group":529,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/07/gpt-vibe-coding-paste.md","/post/nezus/2026/07/gpt-vibe-coding-paste","用GPT Vibe Coding一个常用付费软件：Paste","user",{"id":557,"path":558,"title":559,"date":547,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/grok-build-agent.md","/post/nezus/2026/07/grok-build-agent","马斯克开源Grok Build，编程Agent进入白嫖时代",{"id":561,"path":562,"title":563,"date":547,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/openai-ai.md","/post/nezus/2026/07/openai-ai","OpenAI造了个AI黑客，专攻自家模型",{"id":565,"path":566,"title":567,"date":547,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/wps-comate-copilot.md","/post/nezus/2026/07/wps-comate-copilot","金山办公掏出WPS Comate，正面硬刚微软Copilot",{"id":569,"path":570,"title":571,"date":572,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/295b.md","/post/nezus/2026/07/295b","腾讯把295B大模型塞进了单张显卡","2026-07-15T00:00:00.000Z",{"id":574,"path":575,"title":576,"date":572,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/git-cursor.md","/post/nezus/2026/07/git-cursor","打开一个Git仓库Cursor就自动执行了恶意代码",{"id":578,"path":579,"title":580,"date":572,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/gpt-5-6-mac.md","/post/nezus/2026/07/gpt-5-6-mac","GPT-5.6偷偷删光了我的Mac文件",{"id":582,"path":583,"title":584,"date":572,"tags":516,"group":529,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/07/grok-cli-xai.md","/post/nezus/2026/07/grok-cli-xai","Grok CLI 偷传代码：xAI 把你的仓库打包上传了",{"id":586,"path":587,"title":584,"date":588,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/grok-cli-bug-done-xai.md","/post/nezus/2026/07/grok-cli-bug-done-xai","2026-07-14T00:00:00.000Z",{"id":590,"path":591,"title":592,"date":588,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/seedream-5-0-ai.md","/post/nezus/2026/07/seedream-5-0-ai","字节跳动Seedream 5.0：圈一下图片就改了，AI修图进入点选时代",{"id":594,"path":595,"title":596,"date":597,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/post-20260712-ddc9a8.md","/post/nezus/2026/07/post-20260712-ddc9a8","欧盟强推Chat Control 2.0：加密通信的生死时刻","2026-07-12T00:00:00.000Z",{"id":599,"path":600,"title":601,"date":602,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ai-1-5.md","/post/nezus/2026/07/ai-1-5","AI烧了1.5万亿，能赚回来吗","2026-07-10T00:00:00.000Z",{"id":604,"path":605,"title":606,"date":602,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ai.md","/post/nezus/2026/07/ai","你刷到的帖子可能全是AI写的",{"id":608,"path":609,"title":610,"date":602,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/chatgpt-openai.md","/post/nezus/2026/07/chatgpt-openai","ChatGPT学会自己干活了",{"id":612,"path":613,"title":614,"date":602,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/musk-anthropic-apology.md","/post/nezus/2026/07/musk-anthropic-apology","马斯克向Anthropic低头认错",{"id":616,"path":617,"title":618,"date":602,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/optimus.md","/post/nezus/2026/07/optimus","马斯克：Optimus不达标就开除团队",{"id":620,"path":621,"title":622,"date":623,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/anthropic-github.md","/post/nezus/2026/07/anthropic-github","Anthropic 花了一年打造的\"设计师灵魂\"，被一个 GitHub 仓库扒光了","2026-07-08T00:00:00.000Z",{"id":625,"path":626,"title":627,"date":623,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/meta-muse-image-video.md","/post/nezus/2026/07/meta-muse-image-video","扎克伯格掏出\"超级智能实验室\"第一张牌：30亿用户的社交数据，终于杀进了AI生图战场",{"id":629,"path":630,"title":631,"date":623,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ms-mai-copilot.md","/post/nezus/2026/07/ms-mai-copilot","微软悄悄把OpenAI踢出局：Copilot正在用自研模型\"省钱\"，但你花的钱一分不少",{"id":633,"path":634,"title":635,"date":623,"tags":636,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/yc-ceo-37k-ai-code-bloat.md","/post/nezus/2026/07/yc-ceo-37k-ai-code-bloat","每天部署37000行代码，YC CEO的\"AI神迹\"被一个波兰程序员扒光了",[637,638,639,640],"AI","代码质量","YC","Garry Tan",{"id":642,"path":643,"title":644,"date":645,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ai-1-6-gpt.md","/post/nezus/2026/07/ai-1-6-gpt","美团扔出一颗AI核弹：1.6万亿参数，代码能力碾压GPT","2026-07-06T00:00:00.000Z",{"id":647,"path":648,"title":649,"date":645,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/post-20260706-d12be3.md","/post/nezus/2026/07/post-20260706-d12be3","黄仁勋最重磅的新品，跳票了",{"id":651,"path":652,"title":653,"date":645,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/x-ai.md","/post/nezus/2026/07/x-ai","X 悄悄对 AI 敞开了大门，然后呢？",{"id":655,"path":656,"title":657,"date":658,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/30-2700.md","/post/nezus/2026/07/30-2700","AI Agent自主完成全球首例勒索攻击","2026-07-04T00:00:00.000Z",{"id":660,"path":661,"title":662,"date":658,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ai-agent.md","/post/nezus/2026/07/ai-agent","万亿砸下去，AI Agent 还是没跑起来",{"id":664,"path":665,"title":666,"date":658,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/ai-ai.md","/post/nezus/2026/07/ai-ai","AI的身份证来了：网信办首次为AI服务设立专章",{"id":668,"path":669,"title":670,"date":658,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/anthropic-steganography-china.md","/post/nezus/2026/07/anthropic-steganography-china","Anthropic用隐写术识别中国用户：口口声声说AI安全的公司，背地里给你的代码下毒",{"id":672,"path":673,"title":674,"date":658,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/nvidia-rubin-ultra-cancelled.md","/post/nezus/2026/07/nvidia-rubin-ultra-cancelled","NVIDIA Rubin Ultra取消性能腰斩",{"id":676,"path":677,"title":678,"date":679,"tags":516,"group":529,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/07/keyboard.md","/post/nezus/2026/07/keyboard","Acti把AI Agent塞进手机键盘","2026-07-02T00:00:00.000Z",{"id":681,"path":682,"title":683,"date":684,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/ai-6-claude.md","/post/nezus/2026/06/ai-6-claude","四大AI决战文明6：Claude核平法国，还是输了","2026-06-29T00:00:00.000Z","#202606AI资讯",{"id":687,"path":688,"title":689,"date":690,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/deepseek.md","/post/nezus/2026/06/deepseek","DeepSeek成美国企业救命稻草，AI账单失控后100%切换","2026-06-28T00:00:00.000Z",{"id":692,"path":693,"title":694,"date":690,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/openai-gpt-5-6-20.md","/post/nezus/2026/06/openai-gpt-5-6-20","OpenAI发了最强模型，却被政府按住了：GPT-5.6只给20家公司用",{"id":696,"path":697,"title":698,"date":690,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/spacex-spacexai-xai-spacex.md","/post/nezus/2026/06/spacex-spacexai-xai-spacex","SpaceX 注册 SpaceXAI，马斯克要把 xAI 并入 SpaceX",{"id":700,"path":701,"title":702,"date":690,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/vision-openai-macbook.md","/post/nezus/2026/06/vision-openai-macbook","苹果Vision负责人跳槽OpenAI，触控MacBook要来了",{"id":704,"path":705,"title":706,"date":707,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/2026.md","/post/nezus/2026/06/2026","何小鹏放话：2026年底自动驾驶合法进全球","2026-06-27T00:00:00.000Z",{"id":709,"path":710,"title":711,"date":707,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/30-leaf-ai.md","/post/nezus/2026/06/30-leaf-ai","30秒克隆网红声音：Leaf开源AI分身项目",{"id":713,"path":714,"title":715,"date":707,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/400-ai.md","/post/nezus/2026/06/400-ai","400家报纸集体起诉：AI版权大战正式开打",{"id":717,"path":718,"title":719,"date":720,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/23-ai.md","/post/nezus/2026/06/23-ai","贝佐斯押注23亿美元，让AI用打游戏的方式学会控制机器人","2026-06-26T00:00:00.000Z",{"id":722,"path":723,"title":724,"date":720,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/2880-claude-ai.md","/post/nezus/2026/06/2880-claude-ai","2880万次\"偷师\"被当场抓包：Claude母公司一封信，撕开了中美AI暗战的遮羞布",{"id":726,"path":727,"title":728,"date":720,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/ai-1750-10-2.md","/post/nezus/2026/06/ai-1750-10-2","AI年收入1750亿美元，新增10亿收入只需2天",{"id":730,"path":731,"title":732,"date":720,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/ai.md","/post/nezus/2026/06/ai","深夜三点的红头文件：白宫为什么亲手掐死了全球最强AI？",{"id":734,"path":735,"title":736,"date":720,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/post-20260626-7a4a1d.md","/post/nezus/2026/06/post-20260626-7a4a1d","开源圈炸了！一个没人听过的模型，凭什么把编程天花板掀了？",{"id":738,"path":739,"title":740,"date":741,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/ai-google.md","/post/nezus/2026/06/ai-google","你的电脑，要被AI接管了：Google悄悄放了个大招","2026-06-25T00:00:00.000Z",{"id":743,"path":744,"title":745,"date":741,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/notion-cursor-ai.md","/post/nezus/2026/06/notion-cursor-ai","Notion把代码写交给了Cursor：一个文件夹就是一个AI员工",{"id":747,"path":748,"title":749,"date":750,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/alphafold-deepmind.md","/post/nezus/2026/06/alphafold-deepmind","AlphaFold之父离开DeepMind，背后藏着一盘更大的棋","2026-06-20T00:00:00.000Z",{"id":752,"path":753,"title":754,"date":750,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/cloudflare-ai-agent.md","/post/nezus/2026/06/cloudflare-ai-agent","Cloudflare给AI Agent发了身份证",{"id":756,"path":757,"title":758,"date":750,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/figure.md","/post/nezus/2026/06/figure","Figure工厂里，机器人比人多了",{"id":760,"path":761,"title":762,"date":750,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/pinecone-70.md","/post/nezus/2026/06/pinecone-70","阿里悄悄开源了内部数据库，Pinecone每月70美元要凉了？",{"id":764,"path":765,"title":766,"date":767,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/ai-50.md","/post/nezus/2026/06/ai-50","美国参议员要对AI公司征收50%的税了","2026-06-19T00:00:00.000Z",{"id":769,"path":770,"title":771,"date":767,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/claude-code.md","/post/nezus/2026/06/claude-code","Claude Code放大招：写完代码直接给你一个网页",{"id":773,"path":774,"title":775,"date":767,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/transformer-openai-27.md","/post/nezus/2026/06/transformer-openai-27","Transformer之父跳槽OpenAI：谷歌27亿美元打了水漂",{"id":777,"path":778,"title":779,"date":780,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/agent-vercel-eve-next-js-ai.md","/post/nezus/2026/06/agent-vercel-eve-next-js-ai","一个目录就是一个 Agent：Vercel 开源 Eve，Next.js 的故事要在 AI 重演？","2026-06-18T00:00:00.000Z",{"id":782,"path":783,"title":784,"date":780,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/g7.md","/post/nezus/2026/06/g7","硅谷教父在G7闭门会上说了一句话：把中国踢出去",{"id":786,"path":787,"title":788,"date":780,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/grok-4-3-amazon-bedrock.md","/post/nezus/2026/06/grok-4-3-amazon-bedrock","幻觉率全场最低，马斯克在AWS亮出了让对手沉默的底牌",{"id":790,"path":791,"title":792,"date":780,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/openai-930-2800.md","/post/nezus/2026/06/openai-930-2800","OpenAI年入930亿，却亏掉2800亿：这场豪赌，还能撑多久？",{"id":794,"path":795,"title":796,"date":780,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/vercel-ai.md","/post/nezus/2026/06/vercel-ai","Vercel悄悄扔了个炸弹：一个文件夹，就是一个AI员工",{"id":798,"path":799,"title":800,"date":801,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/5-160-tok-s-0-7-tok-s.md","/post/nezus/2026/06/5-160-tok-s-0-7-tok-s","5倍加速背后：160 tok/s起飞，0.7 tok/s坠毁","2026-06-17T00:00:00.000Z",{"id":803,"path":804,"title":805,"date":801,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/5.md","/post/nezus/2026/06/5","一个国产大模型，凌晨5点上线，然后把自己彻底交了出去",{"id":807,"path":808,"title":809,"date":801,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/deepseek-500.md","/post/nezus/2026/06/deepseek-500","DeepSeek首轮融资500亿：投资人无投票权",{"id":811,"path":812,"title":813,"date":814,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/15-ai.md","/post/nezus/2026/06/15-ai","15万人丢了饭碗，AI公司却在开香槟","2026-06-16T00:00:00.000Z",{"id":816,"path":817,"title":818,"date":814,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/kimi-k27-code-speed.md","/post/nezus/2026/06/kimi-k27-code-speed","速度快了6倍：Kimi K2.7 Code高速版，把编程AI卷进新赛道",{"id":820,"path":821,"title":822,"date":814,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/salesforce-36-ai-fin.md","/post/nezus/2026/06/salesforce-36-ai-fin","Salesforce 36亿美元买下AI客服公司Fin：巨头为何要为\"聊天机器人\"砸这么多钱？",{"id":824,"path":825,"title":826,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/20.md","/post/nezus/2026/06/20","Meta被迫撤回20亿美元Manus收购，北京出手了","2026-06-15T00:00:00.000Z",{"id":829,"path":830,"title":831,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/ai-openai-anthropic24.md","/post/nezus/2026/06/ai-openai-anthropic24","白宫AI监管被指偏袒OpenAI亚马逊，Anthropic24小时内被施压",{"id":833,"path":834,"title":835,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/anthropic-dario-10--25.md","/post/nezus/2026/06/anthropic-dario-10-25","Anthropic上市前Dario自曝：文明崩溃概率10%-25%",{"id":837,"path":838,"title":839,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/openai-1-5-ai.md","/post/nezus/2026/06/openai-1-5-ai","OpenAI砸1.5亿美元建合作伙伴网络，要搞AI界的安卓",{"id":841,"path":842,"title":843,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/satya-nadella-ai.md","/post/nezus/2026/06/satya-nadella-ai","Satya Nadella：AI时代企业需同时构建人力资本和Token资本",{"id":845,"path":846,"title":847,"date":827,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/skill-ai.md","/post/nezus/2026/06/skill-ai","乔木小说创作Skill开源：AI自动生成剧情梗概人物设定",{"id":849,"path":850,"title":851,"date":852,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/anthropic.md","/post/nezus/2026/06/anthropic","Anthropic的困局：一边秘密上市，一边被政府召回","2026-06-14T00:00:00.000Z",{"id":854,"path":855,"title":856,"date":852,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/post-20260614-7ba4ce.md","/post/nezus/2026/06/post-20260614-7ba4ce","扎克伯格承认Meta AI转型脱轨：裁员10%、7000人转岗",{"id":858,"path":859,"title":860,"date":852,"tags":516,"group":685,"lastmod":516,"author":530,"sort":516},"content/post/nezus/2026/06/post-20260614-8e3b48.md","/post/nezus/2026/06/post-20260614-8e3b48","GLM-5.2全量开放：国产最强Coding模型来了",{"id":862,"path":863,"title":864,"date":852,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/post-20260614-ea1c30.md","/post/nezus/2026/06/post-20260614-ea1c30","谷歌安全负责人辞职：AI被用于军事，他拒绝沉默",{"id":866,"path":867,"title":868,"date":869,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/428b-minimax.md","/post/nezus/2026/06/428b-minimax","428B参数全部开源，MiniMax这步棋走对了","2026-06-13T00:00:00.000Z",{"id":871,"path":872,"title":873,"date":869,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/5-claude-anthropic-it.md","/post/nezus/2026/06/5-claude-anthropic-it","5万人用Claude办公，Anthropic拿下印度IT巨头",{"id":875,"path":876,"title":877,"date":869,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/agent.md","/post/nezus/2026/06/agent","豆包悄悄上了任务模式，字节的Agent野心藏不住了",{"id":879,"path":880,"title":881,"date":869,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/kimi-token-30.md","/post/nezus/2026/06/kimi-token-30","Kimi代码模型开源，推理token直接砍30%",{"id":883,"path":884,"title":885,"date":886,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/7-0-410.md","/post/nezus/2026/06/7-0-410","成立7个月，0产品，估值410亿美元——贝佐斯的新公司疯了","2026-06-12T00:00:00.000Z",{"id":888,"path":889,"title":890,"date":886,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/ai-ai.md","/post/nezus/2026/06/ai-ai","当造AI的人亲口说AI会抢走工作",{"id":892,"path":893,"title":894,"date":886,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/cursor-ai-ai.md","/post/nezus/2026/06/cursor-ai-ai","Cursor上新功能：AI动手前先让另一个AI批准",{"id":896,"path":897,"title":898,"date":886,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/midjourney.md","/post/nezus/2026/06/midjourney","你打开Midjourney的时候，它已经不是昨天的它了",{"id":900,"path":901,"title":902,"date":886,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/post-20260612-5071b7.md","/post/nezus/2026/06/post-20260612-5071b7","全自主无人机第一次杀了人，战争进入新纪元",{"id":904,"path":905,"title":906,"date":907,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/100-600.md","/post/nezus/2026/06/100-600","豆包说退票不到 100 块，结果花了 600——然后它帮用户写好了起诉自己的状子","2026-06-11T00:00:00.000Z",{"id":909,"path":910,"title":911,"date":907,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/180-ai-agent.md","/post/nezus/2026/06/180-ai-agent","180亿美元对冲基金炒掉所有分析师，改用数百个AI Agent炒股",{"id":913,"path":914,"title":915,"date":907,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/google-4.md","/post/nezus/2026/06/google-4","Google 开源 4 倍速扩散模型：自回归的黄昏？",{"id":917,"path":918,"title":919,"date":907,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/google-ai.md","/post/nezus/2026/06/google-ai","Google 因 AI '说错话'被判赔：幻觉的时代结束了？",{"id":921,"path":922,"title":923,"date":907,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/ip-ai.md","/post/nezus/2026/06/ip-ai","周星驰三部经典电影 IP 开放 AI 二创：火山方舟想做什么？",{"id":925,"path":926,"title":927,"date":928,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/gui.md","/post/nezus/2026/06/gui","人类需要GUI！","2026-06-09T00:00:00.000Z",{"id":930,"path":931,"title":932,"date":928,"tags":516,"group":685,"lastmod":516,"author":555,"sort":516},"content/post/nezus/2026/06/hermes-desktop.md","/post/nezus/2026/06/hermes-desktop","Hermes Desktop 安装及界面功能速览",{"id":934,"path":935,"title":936,"date":937,"tags":516,"group":938,"lastmod":939,"author":516,"sort":516},"content/post/ai/explore/01-interview-prompt-template.md","/post/ai/explore/01-interview-prompt-template","高级前端开发面试提示词模板","2026-01-21T07:30:52.902Z","面试SKILL","2026-01-21T07:31:28.343Z",{"id":941,"path":942,"title":943,"date":944,"tags":516,"group":945,"lastmod":944,"author":516,"sort":516},"content/post/ai/explore/03-interview-standard-answers.md","/post/ai/explore/03-interview-standard-answers","高级前端开发面试题标准答案","2026-01-21T07:25:00.000Z","面试SKILL:答案",{"id":947,"path":948,"title":949,"date":950,"tags":516,"group":945,"lastmod":950,"author":516,"sort":516},"content/post/ai/explore/03-10-team-management.md","/post/ai/explore/03-10-team-management","10.团队管理与技术债务 - 标准答案","2026-01-21T07:24:00.000Z",{"id":952,"path":953,"title":954,"date":955,"tags":516,"group":945,"lastmod":955,"author":516,"sort":516},"content/post/ai/explore/03-09-micro-frontend.md","/post/ai/explore/03-09-micro-frontend","9.微前端架构设计 - 标准答案","2026-01-21T07:23:00.000Z",{"id":957,"path":958,"title":959,"date":960,"tags":516,"group":945,"lastmod":960,"author":516,"sort":516},"content/post/ai/explore/03-08-nodejs-performance.md","/post/ai/explore/03-08-nodejs-performance","8.Node.js 性能调优 - 标准答案","2026-01-21T07:22:00.000Z",{"id":962,"path":963,"title":964,"date":965,"tags":516,"group":945,"lastmod":965,"author":516,"sort":516},"content/post/ai/explore/03-07-event-loop.md","/post/ai/explore/03-07-event-loop","7.Node.js Event Loop - 标准答案","2026-01-21T07:21:00.000Z",{"id":967,"path":968,"title":969,"date":970,"tags":516,"group":945,"lastmod":970,"author":516,"sort":516},"content/post/ai/explore/03-06-nuxt-ssr.md","/post/ai/explore/03-06-nuxt-ssr","6.Nuxt.js SSR 实战 - 标准答案","2026-01-21T07:20:00.000Z",{"id":972,"path":973,"title":974,"date":975,"tags":516,"group":945,"lastmod":975,"author":516,"sort":516},"content/post/ai/explore/03-05-vue-diff.md","/post/ai/explore/03-05-vue-diff","5.Vue Diff 算法 - 标准答案","2026-01-21T07:19:00.000Z",{"id":977,"path":978,"title":979,"date":980,"tags":516,"group":945,"lastmod":980,"author":516,"sort":516},"content/post/ai/explore/03-04-vue-migration.md","/post/ai/explore/03-04-vue-migration","4.Vue2 迁移到 Vue3 - 标准答案","2026-01-21T07:18:00.000Z",{"id":982,"path":983,"title":984,"date":985,"tags":516,"group":945,"lastmod":985,"author":516,"sort":516},"content/post/ai/explore/03-03-vue3-performance.md","/post/ai/explore/03-03-vue3-performance","3.Vue3 性能优化 - 标准答案","2026-01-21T07:17:00.000Z",{"id":987,"path":988,"title":989,"date":990,"tags":516,"group":945,"lastmod":990,"author":516,"sort":516},"content/post/ai/explore/03-02-component-communication.md","/post/ai/explore/03-02-component-communication","2.Vue 组件通信 - 标准答案","2026-01-21T07:16:00.000Z",{"id":992,"path":993,"title":994,"date":995,"tags":516,"group":945,"lastmod":996,"author":516,"sort":516},"content/post/ai/explore/03-01-vue-reactive.md","/post/ai/explore/03-01-vue-reactive","1.Vue 响应式原理 - 标准答案","2026-01-21T06:53:18.971Z","2026-01-21T07:15:00.000Z",{"id":998,"path":999,"title":1000,"date":1001,"tags":516,"group":938,"lastmod":1002,"author":516,"sort":516},"content/post/ai/explore/02-interview-questions.md","/post/ai/explore/02-interview-questions","高级前端开发面试题目清单","2026-01-21T06:39:25.673Z","2026-01-21T07:12:45.186Z",[516,1004],{"title":1005,"path":1006,"stem":1007,"children":-1},"大模型，快就是好","/post/nezus/2026/08/post-20260807-58a2a9","post/nezus/2026/08/post-20260807-58a2a9",1786091408360]