[{"data":1,"prerenderedAt":1257},["ShallowReactive",2],{"tools-in-coding":3,"news-for-coding":1088},[4,105,182,301,496,572,755,826,1011],{"id":5,"title":6,"body":7,"category":86,"description":13,"draft":87,"experience":87,"extension":88,"hasApi":89,"meta":90,"name":6,"navigation":89,"officialUrl":91,"path":92,"pricing":93,"seo":94,"slug":95,"stem":96,"tagline":97,"tags":98,"updatedAt":102,"vendor":103,"__hash__":104},"tools\u002Ftools\u002Fcoding\u002Fclaude-code.md","Claude Code",{"type":8,"value":9,"toc":73},"minimark",[10,14,19,25,32,35,38,41,44,47,55,58,63,66,70],[11,12,13],"p",{},"Claude Code 是 Anthropic 的编程代理产品，可在终端、IDE 或网页里把 bug 修复、测试和多天迁移任务交给 Claude 执行，并支持人工审查修改。2026 年它包含在 Claude Pro、Max 等订阅中，企业另有 Claude Code for Enterprise。",[15,16,18],"h2",{"id":17},"_2026-年现状","2026 年现状",[20,21,22],"blockquote",{},[11,23,24],{},"数据核对至 2026-11-06。本站未实测该工具（experience: false），价格与功能以官网当前页面为准。",[26,27,28],"ul",{},[29,30,31],"li",{},"产品与定价以官方页面为准，本站于 2026-11-06 核对了入口与定位。",[15,33,34],{"id":34},"能干什么",[11,36,37],{},"Claude Code 是 Anthropic 的编程代理产品，可在终端、IDE 或网页里把 bug 修复、测试和多天迁移任务交给 Claude 执行，并支持人工审查修改。2026 年它包含在 Claude Pro、Max 等订阅中，企业另有 Claude Code for Enterprise。 具体功能边界以官网文档为准，本站只列出能确认的能力，不替厂商写宣传语。",[15,39,40],{"id":40},"价格",[11,42,43],{},"含在 Claude Pro\u002FMax 订阅中（价格以官网为准）。价格和优惠随时可能调整，下单前请以官网结账页为准。",[15,45,46],{"id":46},"适合谁",[26,48,49,52],{},[29,50,51],{},"需要这类能力、并且愿意按官方页面自行核对价格的用户。",[29,53,54],{},"不适合：只想要完全免费、不接受学习成本的人。",[15,56,57],{"id":57},"常见问题",[59,60,62],"h3",{"id":61},"claude-code-是免费的吗","Claude Code 是免费的吗？",[11,64,65],{},"含在 Claude Pro\u002FMax 订阅中（价格以官网为准）。免费额度和计费方式以官网为准。",[59,67,69],{"id":68},"这份资料是什么时候核对的","这份资料是什么时候核对的？",[11,71,72],{},"2026-11-06。本站标注了「未实测」，没有亲自付费使用过的工具不会写使用体验。",{"title":74,"searchDepth":75,"depth":75,"links":76},"",2,[77,78,79,80,81],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":82},[83,85],{"id":61,"depth":84,"text":62},3,{"id":68,"depth":84,"text":69},"coding",false,"md",true,{},"https:\u002F\u002Fclaude.com\u002Fproduct\u002Fclaude-code","\u002Ftools\u002Fcoding\u002Fclaude-code","含在 Claude Pro\u002FMax 订阅中（价格以官网为准）",{"description":13},"claude-code","tools\u002Fcoding\u002Fclaude-code","Anthropic 的终端\u002FIDE 编程代理，能改多文件、跑测试、做多天迁移任务",[99,100,101],"付费","国外","有API","2026-11-06","Anthropic","xfZbm7YRPjR1hLpfBoSOH1nikPiwvxVYH4Na38I4oLA",{"id":106,"title":107,"body":108,"category":86,"description":112,"draft":87,"experience":87,"extension":88,"hasApi":89,"meta":171,"name":107,"navigation":89,"officialUrl":172,"path":173,"pricing":174,"seo":175,"slug":176,"stem":177,"tagline":178,"tags":179,"updatedAt":102,"vendor":107,"__hash__":181},"tools\u002Ftools\u002Fcoding\u002Fcline.md","Cline",{"type":8,"value":109,"toc":161},[110,113,115,119,130,132,135,137,140,142,148,150,154,157,159],[11,111,112],{},"Cline 是一个开源的自主编程代理，以 VS Code 插件、SDK 和 CLI 三种形态提供。它把任务拆成步骤，读写文件、跑命令，每一步都让人确认，适合想自己控制模型和成本的开发者。",[15,114,18],{"id":17},[20,116,117],{},[11,118,24],{},[26,120,121,124,127],{},[29,122,123],{},"GitHub 上 cline\u002Fcline 约 71,000 stars，2026-11-06 仍有提交（GitHub API）。",[29,125,126],{},"Cline 支持 VS Code 插件、SDK 与 CLI 三种形态，可接 OpenAI、Anthropic、Gemini 或本地模型。",[29,128,129],{},"软件本身开源免费，调用模型的 token 费用由用户承担。",[15,131,34],{"id":34},[11,133,134],{},"Cline 是一个开源的自主编程代理，以 VS Code 插件、SDK 和 CLI 三种形态提供。它把任务拆成步骤，读写文件、跑命令，每一步都让人确认，适合想自己控制模型和成本的开发者。 具体功能边界以官网文档为准，本站只列出能确认的能力，不替厂商写宣传语。",[15,136,40],{"id":40},[11,138,139],{},"开源免费（自带 API Key，模型费用自理）。价格和优惠随时可能调整，下单前请以官网结账页为准。",[15,141,46],{"id":46},[26,143,144,146],{},[29,145,51],{},[29,147,54],{},[15,149,57],{"id":57},[59,151,153],{"id":152},"cline-是免费的吗","Cline 是免费的吗？",[11,155,156],{},"开源免费（自带 API Key，模型费用自理）。免费额度和计费方式以官网为准。",[59,158,69],{"id":68},[11,160,72],{},{"title":74,"searchDepth":75,"depth":75,"links":162},[163,164,165,166,167],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":168},[169,170],{"id":152,"depth":84,"text":153},{"id":68,"depth":84,"text":69},{},"https:\u002F\u002Fcline.bot","\u002Ftools\u002Fcoding\u002Fcline","开源免费（自带 API Key，模型费用自理）",{"description":112},"cline","tools\u002Fcoding\u002Fcline","开源的编程代理，可作 IDE 插件、SDK 或 CLI，支持多家模型与 MCP",[180,100,101],"免费","LK5aU7yRy-ZLIwEAusVGW7NHsu9wQWIpw2Qt3Qr4nMc",{"id":183,"title":184,"body":185,"category":86,"description":189,"draft":87,"experience":87,"extension":88,"hasApi":89,"meta":289,"name":290,"navigation":89,"officialUrl":291,"path":292,"pricing":293,"seo":294,"slug":295,"stem":296,"tagline":297,"tags":298,"updatedAt":102,"vendor":299,"__hash__":300},"tools\u002Ftools\u002Fcoding\u002Fcodeium.md","Codeium",{"type":8,"value":186,"toc":278},[187,190,192,197,208,210,237,239,242,244,255,257,261,264,268,271,275],[11,188,189],{},"Windsurf 是 Cognition 旗下的 AI 编程编辑器。它最初以 Codeium 的名字做免费代码补全，后来改名为 Windsurf，并在 2026 年与 Cognition 的 Devin 产品线合并：共用 SWE-2 模型、Devin Cloud 云端代理和 DeepWiki。",[15,191,18],{"id":17},[20,193,194],{},[11,195,196],{},"数据核对至 2026-11-06。价格与功能以官网为准。",[26,198,199,202,205],{},[29,200,201],{},"Windsurf 现由 Cognition 运营，与 Devin 共用 SWE-2 模型、Devin Cloud 云端代理与 DeepWiki。",[29,203,204],{},"2026 年官网定价：Free 0 美元、Pro 20 美元\u002F月、Max 200 美元\u002F月；Teams 80 美元\u002F月再按席位加 40 美元\u002F月。",[29,206,207],{},"免费版有额度限制，Pro 起可用的模型与代理额度更高，具体以官网为准。",[15,209,34],{"id":34},[26,211,212,219,225,231],{},[29,213,214,218],{},[215,216,217],"strong",{},"Tab 补全与行内编辑","：实时补全、按自然语言指令改当前文件。",[29,220,221,224],{},[215,222,223],{},"本地编辑器 + 云端代理","：在桌面编辑器里写代码，也可以把任务交给 Devin Cloud 的云端代理跑。",[29,226,227,230],{},[215,228,229],{},"DeepWiki","：把代码库生成可对话的文档，用来快速理解项目结构。",[29,232,233,236],{},[215,234,235],{},"多模型","：可接 OpenAI、Claude、Gemini 以及开源模型，具体可用模型随档位变化。",[15,238,40],{"id":40},[11,240,241],{},"当前为免费版 + Pro 20 美元\u002F月 + Max 200 美元\u002F月；Teams 80 美元\u002F月再按席位加 40 美元\u002F月。以 Windsurf 官网为准。",[15,243,46],{"id":46},[26,245,246,249,252],{},[29,247,248],{},"已经在用 VS Code 系编辑器、想加 AI 代理的开发者。",[29,250,251],{},"需要云端代理跑长任务的团队（Devin Cloud）。",[29,253,254],{},"不适合：只想要完全免费补全的人——免费版有额度限制；以及 JetBrains 重度用户，需先确认插件支持。",[15,256,57],{"id":57},[59,258,260],{"id":259},"windsurf-和-codeium-是什么关系","Windsurf 和 Codeium 是什么关系？",[11,262,263],{},"Windsurf 就是原来的 Codeium。Codeium 时期主打免费代码补全，改名后重心转向 AI 编程编辑器与代理，2026 年由 Cognition 运营。",[59,265,267],{"id":266},"windsurf-和-devin-有什么区别","Windsurf 和 Devin 有什么区别？",[11,269,270],{},"两者同属 Cognition、共用 SWE-2 模型：Windsurf 是本地编辑器，Devin 是自主编程代理，Devin 还有 Desktop \u002F Cloud \u002F DeepWiki 产品线。",[59,272,274],{"id":273},"免费版够用吗","免费版够用吗？",[11,276,277],{},"免费版有额度限制，够体验不够重度使用。具体额度以官网为准。",{"title":74,"searchDepth":75,"depth":75,"links":279},[280,281,282,283,284],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":285},[286,287,288],{"id":259,"depth":84,"text":260},{"id":266,"depth":84,"text":267},{"id":273,"depth":84,"text":274},{},"Windsurf","https:\u002F\u002Fwindsurf.com","\u002Ftools\u002Fcoding\u002Fcodeium","免费版 + Pro 20 美元\u002F月 + Max 200 美元\u002F月（Teams 80 美元\u002F月 + 40 美元\u002F席）",{"description":189},"codeium","tools\u002Fcoding\u002Fcodeium","Cognition 旗下的 AI 编程编辑器，与 Devin 共用 SWE-2 模型，支持本地编辑器与云端代理",[180,100,101],"Cognition","hBPR9lO62-jf1mhhF9sgZvVFmFv8zNNcpn8caUiukT4",{"id":302,"title":303,"body":304,"category":86,"description":308,"draft":87,"experience":89,"extension":88,"hasApi":87,"meta":485,"name":303,"navigation":89,"officialUrl":486,"path":487,"pricing":488,"seo":489,"slug":490,"stem":491,"tagline":492,"tags":493,"updatedAt":102,"vendor":494,"__hash__":495},"tools\u002Ftools\u002Fcoding\u002Fcursor.md","Cursor",{"type":8,"value":305,"toc":471},[306,309,311,316,327,332,334,348,350,353,356,359,362,365,368,371,374,377,383,400,405,422,424,441,443,447,450,454,457,461,464,468],[11,307,308],{},"Cursor 是 Anysphere 在 2023 年推出的 AI 原生代码编辑器,基于 VS Code fork。它把 AI 当成编辑器的一等公民,内置 Claude 3.5 Sonnet、GPT-4o 等模型,支持整个代码库上下文。和 Copilot 这种\"插件式\"补全不同,Cursor 从底层把 AI 和编辑器揉在一起。",[15,310,18],{"id":17},[20,312,313],{},[11,314,315],{},"数据核对至 2026-11-06。价格与功能以官网为准，核实时以官方页面为准。",[26,317,318,321,324],{},[29,319,320],{},"Cursor 2026 年定价改为 Free、Plus 8 美元\u002F月、Premium 30 美元\u002F月、Super 100 美元\u002F月、Ultra 200 美元\u002F月五档。",[29,322,323],{},"产品包含 Cursor Agent、Cloud agents、Bugbot 代码审查、Cursor CLI 与 Motions 等能力。",[29,325,326],{},"第三方模型（如 Grok 系列）按 API 价格单独计费，具体以官网为准。",[20,328,329],{},[11,330,331],{},"说明：以下「能干什么 \u002F 使用经验 \u002F 优缺点」保留了我们在 2024–2025 年实际使用时的观察，当时的模型版本与界面与今天不同；2026 年的产品现状见上方「2026 年现状」，价格与功能以官网为准。",[15,333,34],{"id":34},[26,335,336,339,342,345],{},[29,337,338],{},"Tab 智能补全:不只补当前行,能根据光标位置和上下文预测多处修改,按 Tab 一次接受多行改动。",[29,340,341],{},"Cmd+K 行内编辑:选中代码按 Cmd+K,输入指令让 AI 改这段代码,比如\"把这个回调改成 async\u002Fawait\"。",[29,343,344],{},"Cmd+L 侧栏对话:在侧栏开对话框,@文件、@函数、@codebase 引用代码上下文问问题。",[29,346,347],{},"Composer 跨文件改代码:描述一个需求,AI 同时改多个文件。基于 Claude 3.5 Sonnet 效果最好。",[15,349,40],{"id":40},[11,351,352],{},"当前档位：Free、Plus 8 美元\u002F月、Premium 30 美元\u002F月、Super 100 美元\u002F月、Ultra 200 美元\u002F月；第三方模型按 API 价另计。以 Cursor 官网为准。",[15,354,355],{"id":355},"我们的使用经验",[11,357,358],{},"我们团队把 Cursor 当主力工具,用它写 Nuxt 项目效率提升明显。从 VS Code 切过来零成本,所有 VS Code 插件和配置(Vim 模式、主题、快捷键)都能直接搬过来。",[11,360,361],{},"Tab 补全比 Copilot 更准。Cursor 的补全会预测光标之后的多处改动,比如改了一个变量名,它会把后面用到的同名变量都标出来,按 Tab 一次全改。Copilot 一次只能补一段。Cmd+K 改代码我们天天用,选中一段函数写\"加错误处理\"或\"换种实现\",比自己手写快。",[11,363,364],{},"Composer 跨文件改代码是新东西。描述\"加一个用户登录页面\",它会同时新建组件、改路由、加 API 接口。效果取决于代码库复杂度,小项目惊艳,大型 Nuxt 项目有时会改错文件,要人工 review。",[11,366,367],{},"Cmd+L 的 @codebase 是杀手锏。问\"这个错误处理在哪些文件里\",它能检索整个代码库给答案。Copilot Chat 也能做,但 Cursor 的检索结果更准。",[11,369,370],{},"那次我们重构一个有 200 多个文件的 Nuxt 项目,用 @codebase 问\"哪些组件用了这个废弃的 composable\",它列得比我们 grep 还全。从那以后 Cmd+L 成了日常工具。",[11,372,373],{},"缺点是只有桌面编辑器,JetBrains 用户用不了。Pro 20 美元\u002F月比 Copilot 贵一倍,premium 请求 500 次对重度用户不够。",[15,375,376],{"id":376},"优缺点",[11,378,379,382],{},[215,380,381],{},"优点",":",[26,384,385,388,391,394,397],{},[29,386,387],{},"AI 原生设计,Tab、Cmd+K、Cmd+L 集成度比插件高",[29,389,390],{},"VS Code 插件和配置完全兼容,迁移零成本",[29,392,393],{},"Composer 跨文件改代码,处理复杂需求能力强",[29,395,396],{},"@codebase 全代码库上下文,问代码定位准",[29,398,399],{},"模型选择多,Claude 3.5 Sonnet 和 GPT-4o 都能切",[11,401,402,382],{},[215,403,404],{},"缺点",[26,406,407,410,413,416,419],{},[29,408,409],{},"只有桌面编辑器,JetBrains 用户没法用",[29,411,412],{},"Pro 20 美元\u002F月,比 Copilot 贵一倍",[29,414,415],{},"premium 请求 500 次\u002F月,重度用户不够用",[29,417,418],{},"Composer 在大代码库上有时改错文件,要人工 review",[29,420,421],{},"更新快但偶尔有 bug,新版有时会回归",[15,423,46],{"id":46},[26,425,426,429,432,435,438],{},[29,427,428],{},"VS Code 用户,想升级到 AI 原生编辑器",[29,430,431],{},"写前端或全栈的,Cmd+K 改 Vue\u002FReact 组件很顺手",[29,433,434],{},"愿意付 20 美元\u002F月换效率的个人开发者",[29,436,437],{},"不适合:JetBrains 重度用户,Cursor 没有对应版本",[29,439,440],{},"不适合:预算敏感的团队,40 美元\u002F用户\u002F月的 Business 版不便宜",[15,442,57],{"id":57},[59,444,446],{"id":445},"cursor-能用-vs-code-的所有插件吗","Cursor 能用 VS Code 的所有插件吗?",[11,448,449],{},"能。Cursor 基于 VS Code fork,插件市场和 VS Code 完全兼容。Vim、GitLens、Prettier 都能装。",[59,451,453],{"id":452},"cursor-和-copilot-能一起用吗","Cursor 和 Copilot 能一起用吗?",[11,455,456],{},"能,但没必要。Cursor 自带的 Tab 补全已经覆盖 Copilot 的功能,同时开会有冲突。",[59,458,460],{"id":459},"composer-改错了怎么办","Composer 改错了怎么办?",[11,462,463],{},"Composer 有 diff 视图,改完先看 diff 再 accept。改错了 reject 重来。建议在 git 干净的分支上用,方便回滚。",[59,465,467],{"id":466},"premium-请求是什么","premium 请求是什么?",[11,469,470],{},"用 Claude 3.5 Sonnet、GPT-4o 这些模型的请求算 premium。Pro 计划每月 500 次,用完只能用 fast 模型。",{"title":74,"searchDepth":75,"depth":75,"links":472},[473,474,475,476,477,478,479],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":355,"depth":75,"text":355},{"id":376,"depth":75,"text":376},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":480},[481,482,483,484],{"id":445,"depth":84,"text":446},{"id":452,"depth":84,"text":453},{"id":459,"depth":84,"text":460},{"id":466,"depth":84,"text":467},{},"https:\u002F\u002Fcursor.com","\u002Ftools\u002Fcoding\u002Fcursor","免费版 + Plus 8 美元\u002F月 + Premium 30 美元\u002F月 + Super 100 美元\u002F月 + Ultra 200 美元\u002F月",{"description":308},"cursor","tools\u002Fcoding\u002Fcursor","AI 原生代码编辑器,基于 VS Code fork,内置 Claude 和 GPT-4,支持整个代码库上下文",[180,99,100],"Anysphere","PdFSe3_xgrscOSfufcKknxjKXzvM8xw6iadAKpWy-lQ",{"id":497,"title":498,"body":499,"category":86,"description":503,"draft":87,"experience":87,"extension":88,"hasApi":87,"meta":562,"name":498,"navigation":89,"officialUrl":563,"path":564,"pricing":565,"seo":566,"slug":567,"stem":568,"tagline":569,"tags":570,"updatedAt":102,"vendor":299,"__hash__":571},"tools\u002Ftools\u002Fcoding\u002Fdevin.md","Devin",{"type":8,"value":500,"toc":552},[501,504,506,510,521,523,526,528,531,533,539,541,545,548,550],[11,502,503],{},"Devin 是 Cognition 的自主编程代理，能独立完成多步开发任务，2026 年与 Windsurf 合并产品线后共用 SWE-2 模型、Devin Cloud 云端代理与 DeepWiki。适合把整块任务交给代理、自己只做 review 的团队。",[15,505,18],{"id":17},[20,507,508],{},[11,509,24],{},[26,511,512,515,518],{},[29,513,514],{},"Devin 官网 2026 年定价：Free 0 美元、Pro 20 美元\u002F月、Max 200 美元\u002F月；Teams 80 美元\u002F月，再按完整席位加 40 美元\u002F月。",[29,516,517],{},"产品矩阵含 Devin Desktop、Devin Cloud、DeepWiki 与 SWE-2 模型。",[29,519,520],{},"免费版有额度限制，具体额度以官网为准。",[15,522,34],{"id":34},[11,524,525],{},"Devin 是 Cognition 的自主编程代理，能独立完成多步开发任务，2026 年与 Windsurf 合并产品线后共用 SWE-2 模型、Devin Cloud 云端代理与 DeepWiki。适合把整块任务交给代理、自己只做 review 的团队。 具体功能边界以官网文档为准，本站只列出能确认的能力，不替厂商写宣传语。",[15,527,40],{"id":40},[11,529,530],{},"Pro 20 美元\u002F月起 + Max 200 美元\u002F月 + Teams 80 美元\u002F月（+40 美元\u002F席）。价格和优惠随时可能调整，下单前请以官网结账页为准。",[15,532,46],{"id":46},[26,534,535,537],{},[29,536,51],{},[29,538,54],{},[15,540,57],{"id":57},[59,542,544],{"id":543},"devin-是免费的吗","Devin 是免费的吗？",[11,546,547],{},"Pro 20 美元\u002F月起 + Max 200 美元\u002F月 + Teams 80 美元\u002F月（+40 美元\u002F席）。免费额度和计费方式以官网为准。",[59,549,69],{"id":68},[11,551,72],{},{"title":74,"searchDepth":75,"depth":75,"links":553},[554,555,556,557,558],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":559},[560,561],{"id":543,"depth":84,"text":544},{"id":68,"depth":84,"text":69},{},"https:\u002F\u002Fdevin.ai","\u002Ftools\u002Fcoding\u002Fdevin","Pro 20 美元\u002F月起 + Max 200 美元\u002F月 + Teams 80 美元\u002F月（+40 美元\u002F席）",{"description":503},"devin","tools\u002Fcoding\u002Fdevin","Cognition 的自主编程代理，2026 年与 Windsurf 共用 SWE-2 模型和 Devin Cloud",[],"zQsbLlgwSsM48gyEQFbPDhS6g350MA4P_qeodROx4GU",{"id":573,"title":574,"body":575,"category":86,"description":579,"draft":87,"experience":89,"extension":88,"hasApi":87,"meta":743,"name":744,"navigation":89,"officialUrl":745,"path":746,"pricing":747,"seo":748,"slug":749,"stem":750,"tagline":751,"tags":752,"updatedAt":102,"vendor":753,"__hash__":754},"tools\u002Ftools\u002Fcoding\u002Fgithub-copilot.md","Github Copilot",{"type":8,"value":576,"toc":729},[577,580,582,586,597,601,603,617,619,622,624,627,630,633,636,638,642,659,663,680,682,699,701,705,708,712,715,719,722,726],[11,578,579],{},"GitHub Copilot 是 GitHub(微软)在 2021 年推出的 AI 代码补全工具,也是最早大范围推广的 AI 编程助手。它以 IDE 插件形式集成在 VS Code、JetBrains、Visual Studio、Neovim 里,实时给代码建议,按 Tab 接受。Copilot Chat 还能在 IDE 里开对话框问代码、解释报错、生成单测。",[15,581,18],{"id":17},[20,583,584],{},[11,585,315],{},[26,587,588,591,594],{},[29,589,590],{},"GitHub Copilot 2026 年计划：Free 0 美元、Pro 10 美元\u002F月、Pro+ 39 美元\u002F月、Max 100 美元\u002F月。",[29,592,593],{},"Pro 起可接入第三方代理（Claude Code、Codex），并带每月 GitHub AI Credits；Free 档可访问 Haiku 4.5、GPT-5 mini 等模型。",[29,595,596],{},"Copilot 已覆盖 VS Code、JetBrains、Xcode、Neovim、Zed 等编辑器，具体以官网为准。",[20,598,599],{},[11,600,331],{},[15,602,34],{"id":34},[26,604,605,608,611,614],{},[29,606,607],{},"实时代码补全:写代码时根据上下文预测下一行或下一段,按 Tab 接受。Python、JavaScript、TypeScript、Go、Rust 等主流语言都支持。",[29,609,610],{},"Copilot Chat:IDE 里开对话框,问代码、解释报错、生成单元测试、给重构建议。不用切到浏览器搜。",[29,612,613],{},"注释生成代码:写一行中文或英文注释,Copilot 根据注释生成函数实现。",[29,615,616],{},"PR 摘要和代码审查:GitHub 网页端集成,Copilot 能自动写 PR 描述、审查代码改动。",[15,618,40],{"id":40},[11,620,621],{},"当前档位：Free、Pro 10 美元\u002F月、Pro+ 39 美元\u002F月、Max 100 美元\u002F月，按用户每月计费。以 GitHub 官网为准。",[15,623,355],{"id":355},[11,625,626],{},"我们团队日常用 Copilot 写 Nuxt\u002FVue 项目。在 VS Code 里装上插件、登录 GitHub 账号就能用,配置成本几乎为零。写 Vue 组件时,template 和 script 部分的补全命中率挺高,尤其是重复性强的表单、表格代码。写 TypeScript 接口类型,它经常能根据已有类型推断出新字段。",[11,628,629],{},"Copilot Chat 我们用得也多。遇到报错直接贴进 Chat 让它解释和给修复方案,比 Google 搜快。让它写单测,生成的 Jest\u002FVitest 用例能跑通 70% 左右,剩下的要自己调。",[11,631,632],{},"上次写一个复杂的数据处理函数,描述需求后它给的实现思路比预想的好,省了不少查文档的时间。那次之后我们对它的信任度上来了。",[11,634,635],{},"缺点是中文注释理解一般。写\"\u002F\u002F 这里要处理用户未登录的情况\"这种口语化注释,生成的代码经常跑偏,换成英文注释会好很多。补全有时会\"自信地\"给错答案,新人不熟的话容易被带偏。",[15,637,376],{"id":376},[11,639,640,382],{},[215,641,381],{},[26,643,644,647,650,653,656],{},[29,645,646],{},"IDE 集成度高,VS Code、JetBrains、Visual Studio 都覆盖",[29,648,649],{},"上手快,装插件登录就能用,零配置",[29,651,652],{},"多语言支持好,70+ 语言基本都有补全",[29,654,655],{},"Copilot Chat 在 IDE 里解决问题效率高",[29,657,658],{},"微软背书,模型更新快,GPT-4o 和 Claude 都能切换",[11,660,661,382],{},[215,662,404],{},[26,664,665,668,671,674,677],{},[29,666,667],{},"免费版 2000 次补全不够用,写一天代码就超了",[29,669,670],{},"中文注释理解一般,经常跑偏",[29,672,673],{},"偶尔给\"看起来对但实际错\"的代码,要自己审",[29,675,676],{},"企业版价格不便宜,19 美元\u002F用户\u002F月起",[29,678,679],{},"对私有代码有隐私顾虑(企业版可关训练)",[15,681,46],{"id":46},[26,683,684,687,690,693,696],{},[29,685,686],{},"已经用 VS Code 或 JetBrains 的个人开发者,想要快速补全和对话",[29,688,689],{},"团队统一用 GitHub 协作的,PR 审查功能实用",[29,691,692],{},"写主流语言(Python、JS、TS、Go)的,补全质量最高",[29,694,695],{},"不适合:预算紧的小团队,免费版额度很快用完,付费长期算不便宜",[29,697,698],{},"不适合:对代码隐私要求极高的(企业版能解决,但更贵)",[15,700,57],{"id":57},[59,702,704],{"id":703},"copilot-会拿我的代码训练模型吗","Copilot 会拿我的代码训练模型吗?",[11,706,707],{},"个人版默认会,可以在设置里关。Business 和 Enterprise 版默认不训练。",[59,709,711],{"id":710},"支持哪些-ide","支持哪些 IDE?",[11,713,714],{},"VS Code、Visual Studio、JetBrains 全家桶、Neovim、Azure Data Studio。Cursor 和 Windsurf 这些 fork 也能装,但意义不大。",[59,716,718],{"id":717},"免费版-2000-次补全够用吗","免费版 2000 次补全够用吗?",[11,720,721],{},"写一天代码大概 1000-3000 次,看写代码频率。高强度写一天就超了。",[59,723,725],{"id":724},"copilot-和-cursor-选哪个","Copilot 和 Cursor 选哪个?",[11,727,728],{},"看重 IDE 灵活性和 PR 集成选 Copilot,看重 AI 原生体验和全代码库上下文选 Cursor。",{"title":74,"searchDepth":75,"depth":75,"links":730},[731,732,733,734,735,736,737],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":355,"depth":75,"text":355},{"id":376,"depth":75,"text":376},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":738},[739,740,741,742],{"id":703,"depth":84,"text":704},{"id":710,"depth":84,"text":711},{"id":717,"depth":84,"text":718},{"id":724,"depth":84,"text":725},{},"GitHub Copilot","https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot","\u002Ftools\u002Fcoding\u002Fgithub-copilot","免费版 + Pro 10 美元\u002F月 + Pro+ 39 美元\u002F月 + Max 100 美元\u002F月",{"description":579},"github-copilot","tools\u002Fcoding\u002Fgithub-copilot","集成在 IDE 里的 AI 代码补全工具,支持 VS Code\u002FJetBrains 等,按 Tab 接受建议",[180,99,100,101],"GitHub (Microsoft)","xu6K3Soy3NsGSnTCHvtQo4M88mXPGt6nAtcbeIUitAk",{"id":756,"title":757,"body":758,"category":86,"description":762,"draft":87,"experience":87,"extension":88,"hasApi":89,"meta":814,"name":815,"navigation":89,"officialUrl":816,"path":817,"pricing":818,"seo":819,"slug":820,"stem":821,"tagline":822,"tags":823,"updatedAt":102,"vendor":824,"__hash__":825},"tools\u002Ftools\u002Fcoding\u002Fopenai-codex.md","Openai Codex",{"type":8,"value":759,"toc":804},[760,763,765,769,773,775,778,780,783,785,791,793,797,800,802],[11,761,762],{},"Codex 是 OpenAI 的编程代理产品，2026 年与 ChatGPT 账号体系打通，能读代码库、执行任务并给出可审查的改动。OpenAI 新闻页有多个企业用 Codex 的案例（OpenAI News RSS，2026-11 抓取），具体可用额度和价格随 ChatGPT 档位变化。",[15,764,18],{"id":17},[20,766,767],{},[11,768,24],{},[26,770,771],{},[29,772,31],{},[15,774,34],{"id":34},[11,776,777],{},"Codex 是 OpenAI 的编程代理产品，2026 年与 ChatGPT 账号体系打通，能读代码库、执行任务并给出可审查的改动。OpenAI 新闻页有多个企业用 Codex 的案例（OpenAI News RSS，2026-11 抓取），具体可用额度和价格随 ChatGPT 档位变化。 具体功能边界以官网文档为准，本站只列出能确认的能力，不替厂商写宣传语。",[15,779,40],{"id":40},[11,781,782],{},"含在 ChatGPT 付费方案中（价格以官网为准）。价格和优惠随时可能调整，下单前请以官网结账页为准。",[15,784,46],{"id":46},[26,786,787,789],{},[29,788,51],{},[29,790,54],{},[15,792,57],{"id":57},[59,794,796],{"id":795},"openai-codex-是免费的吗","OpenAI Codex 是免费的吗？",[11,798,799],{},"含在 ChatGPT 付费方案中（价格以官网为准）。免费额度和计费方式以官网为准。",[59,801,69],{"id":68},[11,803,72],{},{"title":74,"searchDepth":75,"depth":75,"links":805},[806,807,808,809,810],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":811},[812,813],{"id":795,"depth":84,"text":796},{"id":68,"depth":84,"text":69},{},"OpenAI Codex","https:\u002F\u002Fopenai.com\u002Fcodex","\u002Ftools\u002Fcoding\u002Fopenai-codex","含在 ChatGPT 付费方案中（价格以官网为准）",{"description":762},"openai-codex","tools\u002Fcoding\u002Fopenai-codex","OpenAI 的编程代理，能在云端\u002F本地执行任务并提交代码改动",[99,100,101],"OpenAI","R-rjes4kfhI4_qS0heETrh5sYEG4Hn46mEoXCeiO7no",{"id":827,"title":828,"body":829,"category":86,"description":833,"draft":87,"experience":89,"extension":88,"hasApi":89,"meta":998,"name":999,"navigation":89,"officialUrl":1000,"path":1001,"pricing":1002,"seo":1003,"slug":1004,"stem":1005,"tagline":1006,"tags":1007,"updatedAt":102,"vendor":1009,"__hash__":1010},"tools\u002Ftools\u002Fcoding\u002Ftongyi-lingma.md","Tongyi Lingma",{"type":8,"value":830,"toc":984},[831,834,836,840,851,855,857,871,873,876,878,881,884,887,890,893,895,899,916,920,937,939,956,958,962,965,969,972,974,977,981],[11,832,833],{},"通义灵码是阿里云在 2023 年推出的 AI 编程助手,基于通义大模型。以 IDE 插件形式集成在 VS Code、JetBrains 全家桶里,个人版免费,国内可直接用。和 Copilot、Cursor 这些国外工具比,通义灵码的优势是国内访问稳定、中文注释理解好。",[15,835,18],{"id":17},[20,837,838],{},[11,839,315],{},[26,841,842,845,848],{},[29,843,844],{},"通义灵码是阿里云基于通义\u002FQwen 系列的编程助手，2026 年仍提供 VS Code、JetBrains 插件。",[29,846,847],{},"阿里 Qwen3 系列在 GitHub 仍持续维护（QwenLM\u002FQwen3，约 2.7 万 stars，2026-01 仍有更新）。",[29,849,850],{},"个人版免费，企业版计费以阿里云官网为准。",[20,852,853],{},[11,854,331],{},[15,856,34],{"id":34},[26,858,859,862,865,868],{},[29,860,861],{},"代码补全:实时补全代码,支持 Java、Python、JavaScript、Go、C++ 等主流语言。按 Tab 接受。",[29,863,864],{},"智能问答:IDE 侧栏对话框,问代码、解释报错、生成注释。中文支持好。",[29,866,867],{},"代码优化:选中代码,让 AI 给优化建议或重写。",[29,869,870],{},"单元测试生成:选中函数自动生成 JUnit、Pytest 等测试用例。",[15,872,40],{"id":40},[11,874,875],{},"个人版目前免费，企业版与 API 以阿里云官网为准。",[15,877,355],{"id":355},[11,879,880],{},"我们测过通义灵码,主要在 VS Code 里用。装插件、登录阿里云账号就能开始,配置流程和 Copilot 类似。补全质量中规中矩,不如 Copilot 和 Cursor,但国内可用这点是硬优势。Copilot 和 Cursor 在国内访问不稳定,有时要挂代理,通义灵码没这个问题。",[11,882,883],{},"中文注释理解是亮点。写\"\u002F\u002F 这里处理用户未登录跳转登录页\"这种注释,生成的代码基本能用。Copilot 经常跑偏,通义灵码能准确捕捉意图。这点对中文用户友好。",[11,885,886],{},"补全速度上,通义灵码的响应延迟比 Copilot 略高,但能接受。Java 项目里补全质量最好(阿里 Java 用得多),Python 和 JS 次之。前端 Vue\u002FReact 项目补全质量一般,不如 Copilot 和 Cursor。",[11,888,889],{},"智能问答的中文体验好,问\"这个报错怎么解决\"它能给中文解释和方案。但和 Copilot Chat 比,推理深度差一些,复杂问题给的方案有时偏表面。",[11,891,892],{},"上次写一个 Spring Boot 的接口,通义灵码把 Controller、Service、Mapper 三层的代码都补出来了,结构符合阿里 Java 规约。那次体验不错。但写 Vue 组件时,它给的 composition API 写法有点过时,不如 Cursor 跟得上最新实践。",[15,894,376],{"id":376},[11,896,897,382],{},[215,898,381],{},[26,900,901,904,907,910,913],{},[29,902,903],{},"国内直接用,不用代理,访问稳定",[29,905,906],{},"个人版免费,无限补全和问答",[29,908,909],{},"中文注释理解好,中文用户友好",[29,911,912],{},"Java 项目补全质量高(阿里 Java 背景)",[29,914,915],{},"阿里云背书,企业版有私有部署选项",[11,917,918,382],{},[215,919,404],{},[26,921,922,925,928,931,934],{},[29,923,924],{},"补全质量不如 Copilot 和 Cursor,整体差一档",[29,926,927],{},"前端(Vue\u002FReact)补全质量一般",[29,929,930],{},"智能问答推理深度不如 GPT-4o\u002FClaude",[29,932,933],{},"IDE 支持范围比 Copilot 窄,主要 VS Code 和 JetBrains",[29,935,936],{},"社区活跃度和文档不如国外工具",[15,938,46],{"id":46},[26,940,941,944,947,950,953],{},[29,942,943],{},"国内开发者,不想折腾代理访问 Copilot",[29,945,946],{},"写 Java 后端的,补全质量最好",[29,948,949],{},"习惯中文注释和中文交互的",[29,951,952],{},"不适合:要顶级补全质量的,Copilot 和 Cursor 更强",[29,954,955],{},"不适合:写前端 Vue\u002FReact 的,补全体验不如国外工具",[15,957,57],{"id":57},[59,959,961],{"id":960},"通义灵码免费吗","通义灵码免费吗?",[11,963,964],{},"个人版免费,无限补全和问答。企业版收费,联系阿里云销售。",[59,966,968],{"id":967},"通义灵码和-copilot-哪个好","通义灵码和 Copilot 哪个好?",[11,970,971],{},"补全质量 Copilot 更好,但通义灵码国内访问稳定、中文理解好。预算敏感或在国内开发的,通义灵码够用。",[59,973,711],{"id":710},[11,975,976],{},"VS Code、JetBrains 全家桶(IntelliJ IDEA、PyCharm、WebStorm 等)。Vim\u002FEmacs 暂不支持。",[59,978,980],{"id":979},"通义灵码会拿我的代码训练吗","通义灵码会拿我的代码训练吗?",[11,982,983],{},"个人版默认会用于改进模型,可以在设置里关。企业版可以私有部署,数据不出企业。",{"title":74,"searchDepth":75,"depth":75,"links":985},[986,987,988,989,990,991,992],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":355,"depth":75,"text":355},{"id":376,"depth":75,"text":376},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":993},[994,995,996,997],{"id":960,"depth":84,"text":961},{"id":967,"depth":84,"text":968},{"id":710,"depth":84,"text":711},{"id":979,"depth":84,"text":980},{},"通义灵码","https:\u002F\u002Ftongyi.aliyun.com\u002Flingma","\u002Ftools\u002Fcoding\u002Ftongyi-lingma","个人版免费（企业版与 API 以官网为准）",{"description":833},"tongyi-lingma","tools\u002Fcoding\u002Ftongyi-lingma","阿里云的 AI 编程助手,基于通义大模型,VS Code\u002FJetBrains 插件,国内免费使用",[180,1008,101],"国内","阿里云","RpH7cjl5XGCbgHkcKi1AONXwVCCQERE0fJxYWI2AksA",{"id":1012,"title":1013,"body":1014,"category":86,"description":1018,"draft":87,"experience":87,"extension":88,"hasApi":87,"meta":1077,"name":1078,"navigation":89,"officialUrl":1079,"path":1080,"pricing":1081,"seo":1082,"slug":1078,"stem":1083,"tagline":1084,"tags":1085,"updatedAt":102,"vendor":1086,"__hash__":1087},"tools\u002Ftools\u002Fcoding\u002Fv0.md","V0",{"type":8,"value":1015,"toc":1067},[1016,1019,1021,1025,1036,1038,1041,1043,1046,1048,1054,1056,1060,1063,1065],[11,1017,1018],{},"v0 是 Vercel 的 AI 建站产品，用自然语言生成 React\u002FNext.js 页面和组件，生成结果可以直接可视化编辑、同步到 GitHub 并部署到 Vercel。适合快速做落地页、原型和内部工具前端。",[15,1020,18],{"id":17},[20,1022,1023],{},[11,1024,24],{},[26,1026,1027,1030,1033],{},[29,1028,1029],{},"v0 官网 2026 年定价：Free 0 美元（每天 7 条消息）、Plus 30 美元\u002F人\u002F月（含 30 美元额度）、Business 100 美元\u002F人\u002F月。",[29,1031,1032],{},"支持生成 React\u002FNext.js 代码、Design Mode 可视化编辑、与 GitHub 同步并一键部署到 Vercel。",[29,1034,1035],{},"模型 token 单价单独公示，以官网为准。",[15,1037,34],{"id":34},[11,1039,1040],{},"v0 是 Vercel 的 AI 建站产品，用自然语言生成 React\u002FNext.js 页面和组件，生成结果可以直接可视化编辑、同步到 GitHub 并部署到 Vercel。适合快速做落地页、原型和内部工具前端。 具体功能边界以官网文档为准，本站只列出能确认的能力，不替厂商写宣传语。",[15,1042,40],{"id":40},[11,1044,1045],{},"免费版 + Plus 30 美元\u002F人\u002F月 + Business 100 美元\u002F人\u002F月。价格和优惠随时可能调整，下单前请以官网结账页为准。",[15,1047,46],{"id":46},[26,1049,1050,1052],{},[29,1051,51],{},[29,1053,54],{},[15,1055,57],{"id":57},[59,1057,1059],{"id":1058},"v0-是免费的吗","v0 是免费的吗？",[11,1061,1062],{},"免费版 + Plus 30 美元\u002F人\u002F月 + Business 100 美元\u002F人\u002F月。免费额度和计费方式以官网为准。",[59,1064,69],{"id":68},[11,1066,72],{},{"title":74,"searchDepth":75,"depth":75,"links":1068},[1069,1070,1071,1072,1073],{"id":17,"depth":75,"text":18},{"id":34,"depth":75,"text":34},{"id":40,"depth":75,"text":40},{"id":46,"depth":75,"text":46},{"id":57,"depth":75,"text":57,"children":1074},[1075,1076],{"id":1058,"depth":84,"text":1059},{"id":68,"depth":84,"text":69},{},"v0","https:\u002F\u002Fv0.dev","\u002Ftools\u002Fcoding\u002Fv0","免费版 + Plus 30 美元\u002F人\u002F月 + Business 100 美元\u002F人\u002F月",{"description":1018},"tools\u002Fcoding\u002Fv0","Vercel 的 AI 建站工具，用自然语言生成可部署的前端页面与组件",[],"Vercel","gk2f-NXzQqJik3NxazlIzmK1T0MJFw9qKebg4NSZvK4",[1089,1162,1219],{"id":1090,"title":1091,"body":1092,"category":1149,"date":1150,"description":1151,"draft":87,"extension":88,"meta":1152,"navigation":89,"path":1153,"seo":1154,"source":1118,"stem":1155,"tags":1156,"__hash__":1161},"news\u002Fnews\u002Fdaily\u002F2026-11-15.md","AI 日报 · 2026-11-15 近期要闻回顾",{"type":8,"value":1093,"toc":1144},[1094,1097,1100,1104,1121,1124,1128,1141],[11,1095,1096],{},"今日无新增权威信源发布，以下为最近 7 天内的要闻回顾（共 2 条）。完整信息请点原文链接。",[15,1098,1099],{"id":1099},"近期要闻回顾",[15,1101,1103],{"id":1102},"_1-introducing-chatgpt-wallet","1. Introducing ChatGPT Wallet",[26,1105,1106,1109,1112],{},[29,1107,1108],{},"来源：OpenAI News（原文日期 2026-11-13）",[29,1110,1111],{},"分类：产品发布",[29,1113,1114,1115],{},"原文：",[1116,1117,1118],"a",{"href":1118,"rel":1119},"https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-chatgpt-wallet",[1120],"nofollow",[11,1122,1123],{},"Introducing ChatGPT Wallet, a secure way for agents in ChatGPT Work, Codex, and dots to complete purchases with user approval and existing card protections.",[15,1125,1127],{"id":1126},"_2-英伟达上演奥特曼20员工集体请愿让老黄回家","2. 英伟达上演“奥特曼2.0”，员工集体请愿：让老黄回家！",[26,1129,1130,1133,1135],{},[29,1131,1132],{},"来源：量子位（原文日期 2026-11-14）",[29,1134,1111],{},[29,1136,1114,1137],{},[1116,1138,1139],{"href":1139,"rel":1140},"https:\u002F\u002Fwww.qbitai.com\u002F2026\u002F11\u002F510297.html",[1120],[11,1142,1143],{},"马斯克也签名了",{"title":74,"searchDepth":75,"depth":75,"links":1145},[1146,1147,1148],{"id":1099,"depth":75,"text":1099},{"id":1102,"depth":75,"text":1103},{"id":1126,"depth":75,"text":1127},"AI 日报","2026-11-15","2026-11-15 当日无新增权威信源发布，回顾最近 7 天 2 条 AI 要闻。数据每日自动更新。",{},"\u002Fnews\u002Fdaily\u002F2026-11-15",{"title":1091,"description":1151},"news\u002Fdaily\u002F2026-11-15",[1157,1158,1159,1160],"AI日报","每日更新","权威信源","AI资讯","pK2ZeDDwRJdjym4LXFrVYODJnwR3mWF0oomb6LIO7oI",{"id":1163,"title":1164,"body":1165,"category":1149,"date":1211,"description":1212,"draft":87,"extension":88,"meta":1213,"navigation":89,"path":1214,"seo":1215,"source":1118,"stem":1216,"tags":1217,"__hash__":1218},"news\u002Fnews\u002Fdaily\u002F2026-11-14.md","AI 日报 · 2026-11-14 近期要闻回顾",{"type":8,"value":1166,"toc":1206},[1167,1169,1171,1173,1184,1186,1190,1203],[11,1168,1096],{},[15,1170,1099],{"id":1099},[15,1172,1103],{"id":1102},[26,1174,1175,1177,1179],{},[29,1176,1108],{},[29,1178,1111],{},[29,1180,1114,1181],{},[1116,1182,1118],{"href":1118,"rel":1183},[1120],[11,1185,1123],{},[15,1187,1189],{"id":1188},"_2-黄仁勋辞职英伟达33年首换帅市值蒸发超3万亿","2. 黄仁勋辞职，英伟达33年首换帅，市值蒸发超3万亿",[26,1191,1192,1195,1197],{},[29,1193,1194],{},"来源：量子位（原文日期 2026-11-13）",[29,1196,1111],{},[29,1198,1114,1199],{},[1116,1200,1201],{"href":1201,"rel":1202},"https:\u002F\u002Fwww.qbitai.com\u002F2026\u002F11\u002F509995.html",[1120],[11,1204,1205],{},"一个时代结束了",{"title":74,"searchDepth":75,"depth":75,"links":1207},[1208,1209,1210],{"id":1099,"depth":75,"text":1099},{"id":1102,"depth":75,"text":1103},{"id":1188,"depth":75,"text":1189},"2026-11-14","2026-11-14 当日无新增权威信源发布，回顾最近 7 天 2 条 AI 要闻。数据每日自动更新。",{},"\u002Fnews\u002Fdaily\u002F2026-11-14",{"title":1164,"description":1212},"news\u002Fdaily\u002F2026-11-14",[1157,1158,1159,1160],"74u2BKU3kJr6QeTNSOjutnGltojZ7johCbXt9UylzgU",{"id":1220,"title":1221,"body":1222,"category":1149,"date":1249,"description":1250,"draft":87,"extension":88,"meta":1251,"navigation":89,"path":1252,"seo":1253,"source":1241,"stem":1254,"tags":1255,"__hash__":1256},"news\u002Fnews\u002Fdaily\u002F2026-11-13.md","AI 日报 · 2026-11-13 权威信源更新",{"type":8,"value":1223,"toc":1246},[1224,1227,1231,1243],[11,1225,1226],{},"本期汇总 2026-11-13 来自 OpenAI News 的 1 条更新。内容为信源标题与摘要的客观转述，完整信息请点原文链接。",[15,1228,1230],{"id":1229},"_1-how-amplitude-ships-product-improvements-in-12-days-with-openai","1. How Amplitude ships product improvements in 1–2 days with OpenAI",[26,1232,1233,1235,1237],{},[29,1234,1108],{},[29,1236,1111],{},[29,1238,1114,1239],{},[1116,1240,1241],{"href":1241,"rel":1242},"https:\u002F\u002Fopenai.com\u002Findex\u002Famplitude",[1120],[11,1244,1245],{},"Built primarily on OpenAI models, Amplitude’s proactive product agent, Wave, identifies what to build, helps teams ship changes with coding agents, and measures the impact.",{"title":74,"searchDepth":75,"depth":75,"links":1247},[1248],{"id":1229,"depth":75,"text":1230},"2026-11-13","2026-11-13 AI 行业权威信源更新汇总，共 1 条，来源：OpenAI News。数据每日自动更新。",{},"\u002Fnews\u002Fdaily\u002F2026-11-13",{"title":1221,"description":1250},"news\u002Fdaily\u002F2026-11-13",[1157,1158,1159,1160],"kBBvbhD73coKcnRMXJH0QK3M1ogeT6cl9VEIeEnI7oM",1794695473851]