[{"data":1,"prerenderedAt":2151},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-github-copilot-vs-windsurf":9,"compare-a-github-copilot":10,"compare-b-windsurf":1317},{"tools":4,"reviews":5},78,26,{"tools":4,"reviews":5,"playbooks":7,"news":8},22,21,null,{"id":11,"title":12,"alternatives":13,"api_compatible":18,"body":19,"category":304,"chinese_friendly":612,"cover":1221,"description":1222,"domestic":1223,"extension":1224,"faq":9,"free":1223,"github":1169,"languages":1225,"lastVerified":9,"meta":1228,"models":1229,"navigation":627,"notSuitable":1235,"opensource":1223,"path":1239,"pillar":1240,"platforms":1241,"priceTable":1245,"pricing":1268,"published":1269,"relatedPlaybooks":9,"relatedReviews":9,"score":1270,"self_host":1223,"seo":1271,"seoTitle":9,"slug":1272,"sources":1273,"stem":1300,"suitable":1301,"tagline":1307,"tags":1308,"updated":1314,"verdict":1315,"website":1169,"__hash__":1316},"tools\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.md","GitHub Copilot",[14,15,16,17],"coding\u002Fide\u002Fcursor","coding\u002Fide\u002Fwindsurf","coding\u002Fcli\u002Fcline","coding\u002Fagent\u002Fcontinue",[],{"type":20,"value":21,"toc":1202},"minimark",[22,27,85,91,94,99,153,157,166,180,188,193,197,205,223,226,230,240,243,287,315,319,322,325,340,347,351,362,388,452,463,466,474,560,565,590,594,717,720,723,763,766,931,936,970,973,1037,1041,1044,1061,1064,1093,1096,1159,1162,1190,1198],[23,24,26],"h2",{"id":25},"tldr","TL;DR",[28,29,34,52,63],"div",{"className":30},[31,32,33],"card","p-5","my-4",[35,36,37,41,42,47,48,51],"p",{},[38,39,40],"strong",{},"一句话："," AI 编程的\"出厂选项\"。2021 年随 VS Code 首发，2025-02 Agent Mode GA、2025-09 Coding Agent GA、2025 全年支持 ",[43,44,46],"a",{"href":45},"\u002Fwiki\u002Fmcp.html","MCP","，到 2026 Q2 已经从\"补全工具\"演化成 ",[38,49,50],{},"完整 Agent 平台","——补全、对话、Agent Mode、后台 Coding Agent 一站全有。",[35,53,54,55,58,59,62],{},"最大优势是 ",[38,56,57],{},"生态最稳 + 免费档大方（2000 次补全\u002F月）+ 学生\u002F开源免费 Pro","。代价是 ",[38,60,61],{},"国内门槛","：账号 + 网络 + 支付。",[35,64,65,68,69,72,73,76,77,80,81,84],{},[38,66,67],{},"2026-07 最新变化","：① 自 ",[38,70,71],{},"2026-06-01 起转 AI Credits 按量计费","（1 credit = $0.01），基础订阅价不变，",[38,74,75],{},"单行补全 & Next Edit 仍免费不计费","，仅 Chat\u002FAgent\u002FPR 评审\u002FCLI\u002F超长上下文消耗 credits；② ",[38,78,79],{},"Kimi K2.7 Code"," 成为首个开源权重可选模型（7-01 Pro\u002FPro+\u002FMax，7-07 Business\u002FEnterprise 需管理员开启）；③ ",[38,82,83],{},"GPT-5.6","（Sol\u002FTerra\u002FLuna）7-09 全 IDE 上线；④ Codex 作为公测 Agent provider 进入 JetBrains（7-07），JetBrains Inline Chat GA。",[86,87,88],"blockquote",{},[35,89,90],{},"来源说明：本文基于 github.com 官方页面、docs.github.com 企业版文档、github.blog 公告、第三方评测（augmentcode \u002F tossitt \u002F 4geeks）综合整理。Copilot 定价 2026 多次调整（社区报告 2026-04 起新增 credit 制），请以最新官方页面为准。",[23,92,93],{"id":93},"核心特性",[95,96,98],"h3",{"id":97},"三大形态completion-chat-agent","三大形态：Completion \u002F Chat \u002F Agent",[100,101,102,109,115,121,127,147],"ul",{},[103,104,105,108],"li",{},[38,106,107],{},"Code Completion","：开山立派的能力，AI 在你写代码时给 inline 建议",[103,110,111,114],{},[38,112,113],{},"Copilot Chat","：侧边栏对话，问\"这段代码什么意思\"、\"帮我写个 SQL\"",[103,116,117,120],{},[38,118,119],{},"Agent Mode","（2025-02 在 VS Code GA）：自主多文件编辑，可调工具、跑测试、看结果调整",[103,122,123,126],{},[38,124,125],{},"Coding Agent","（2025-09 GA）：在 GitHub 网页 \u002F 移动端把 issue 派给 Copilot，它在云端 Actions 环境里改代码、开 PR 等你 review",[103,128,129,132,133,137,138,137,141,137,144],{},[38,130,131],{},"Copilot CLI 新终端界面","（2026-06-23 GA）：Tabbed TUI、Issues\u002FPRs\u002FGists 标签页、内置 ",[134,135,136],"code",{},"\u002Fmcp add","、",[134,139,140],{},"\u002Fskills",[134,142,143],{},"\u002Fplugin",[134,145,146],{},"\u002Fsettings",[103,148,149,152],{},[38,150,151],{},"Agent Finder","（2026-06-17 发布）：基于开放 ARD（Agentic Resource Discovery）规范，按任务动态发现可用资源 \u002F MCP \u002F 私有 registry，避免一开始把所有工具塞进上下文",[95,154,156],{"id":155},"agent-mode-详解","Agent Mode 详解",[35,158,159,165],{},[43,160,164],{"href":161,"rel":162},"https:\u002F\u002Fgithub.blog\u002Fnews-insights\u002Fproduct-news\u002Fgithub-copilot-coding-agent-is-now-generally-available\u002F",[163],"nofollow","GitHub Blog 公告"," 描述的 Agent Mode 能力：",[100,167,168,171,174,177],{},[103,169,170],{},"跨文件自主编辑（不需要你一个个 @ 文件）",[103,172,173],{},"调用 terminal 跑测试 \u002F linter",[103,175,176],{},"MCP 服务集成（2025-04 起 public preview，VS Code \u002F JetBrains \u002F Xcode 都支持）",[103,178,179],{},"支持 Claude Opus 4.6 \u002F Sonnet 4.6 \u002F GPT-5 \u002F Gemini 2.5 Pro 等多模型按需切",[35,181,182,187],{},[43,183,186],{"href":184,"rel":185},"https:\u002F\u002Fagents.4geeks.com\u002Fagent\u002Fgithub-copilot",[163],"4geeks.com 2025 评测","：",[86,189,190],{},[35,191,192],{},"\"GitHub Copilot supports MCP (Model Context Protocol) servers in VS Code, JetBrains, and Xcode, available in Agent Mode. Users can connect MCP tools directly from the Copilot panel.\"",[95,194,196],{"id":195},"coding-agent云端后台-pr-生成","Coding Agent（云端后台 PR 生成）",[35,198,199,204],{},[43,200,203],{"href":201,"rel":202},"https:\u002F\u002Fdocs.github.com\u002F",[163],"GitHub 官方文档"," 描述的 Coding Agent：",[100,206,207,210,217,220],{},[103,208,209],{},"从 GitHub Issues、VS Code、GitHub.com agent 界面、PR 评论、安全告警任一入口指派",[103,211,212,213,216],{},"在 ",[38,214,215],{},"GitHub Actions 临时开发环境","里跑（不占你本地）",[103,218,219],{},"完成后开 PR，附完整 commit \u002F 测试输出 \u002F 工作日志",[103,221,222],{},"你只 review + merge",[35,224,225],{},"支持版本：Pro \u002F Pro+ \u002F Business \u002F Enterprise（Free 不含）",[95,227,229],{"id":228},"copilot-cli2026-新终端界面-ga","Copilot CLI（2026 新终端界面 GA）",[35,231,232,233,137,236,239],{},"2026-06-23，GitHub 将新版 Copilot CLI terminal interface 推到 GA。它已经不只是 ",[134,234,235],{},"gh copilot suggest",[134,237,238],{},"gh copilot explain"," 这种「自然语言 → shell 命令」工具，而是更接近一个终端里的 Copilot 工作台。",[35,241,242],{},"关键变化：",[100,244,245,251,261,278],{},[103,246,247,250],{},[38,248,249],{},"Tabbed TUI","：Session \u002F Gists \u002F Issues \u002F Pull Requests 标签页，当前目录是 GitHub repo 时自动显示 issue \u002F PR。",[103,252,253,256,257,260],{},[38,254,255],{},"引用工作项","：在 Issues \u002F PRs tab 高亮条目后按 ",[134,258,259],{},"c","，可以把该 issue \u002F PR 直接塞进 prompt，让 Copilot 调查、修复或 review。",[103,262,263,187,266,137,268,137,271,137,273,137,275,277],{},[38,264,265],{},"内置配置",[134,267,136],{},[134,269,270],{},"\u002Fmcp search",[134,272,140],{},[134,274,143],{},[134,276,146],{}," 都可以在会话中完成，不再手写配置文件。",[103,279,280,187,283,286],{},[38,281,282],{},"无障碍主题",[134,284,285],{},"\u002Ftheme"," 支持 default \u002F dim \u002F high-contrast \u002F colorblind，并自动检测 screen reader。",[288,289,294],"pre",{"className":290,"code":291,"language":292,"meta":293,"style":293},"language-bash shiki shiki-themes github-light github-dark","copilot update\ncopilot\n","bash","",[134,295,296,309],{"__ignoreMap":293},[297,298,301,305],"span",{"class":299,"line":300},"line",1,[297,302,304],{"class":303},"sScJk","copilot",[297,306,308],{"class":307},"sZZnC"," update\n",[297,310,312],{"class":299,"line":311},2,[297,313,314],{"class":303},"copilot\n",[95,316,318],{"id":317},"agent-finder资源发现开始标准化","Agent Finder：资源发现开始标准化",[35,320,321],{},"2026-06-17，GitHub 推出 Agent Finder。它解决的是 2026 年 Agent 工具链的新问题：工具、MCP、skills、私有 registry 越来越多，如果每次都预加载，context 会爆；如果都手动接，开发者又会被配置淹没。",[35,323,324],{},"Agent Finder 的思路是：",[326,327,328,331,334,337],"ol",{},[103,329,330],{},"用户用自然语言描述任务。",[103,332,333],{},"Copilot 到公开 catalog 或企业私有 registry 里搜索资源。",[103,335,336],{},"返回 ranked matches。",[103,338,339],{},"用户确认后，Copilot 再按需加载对应工具 \u002F skill。",[35,341,342,343,346],{},"GitHub 表示它实现了开放的 ",[38,344,345],{},"ARD（Agentic Resource Discovery）spec","，并与 Google、GoDaddy、Hugging Face、Microsoft 协作制定。这个方向值得关注：MCP 解决「连工具」，ARD 解决「怎么发现该连哪个工具」。",[95,348,350],{"id":349},"ai-credits-按量计费2026-06-01-正式启用","AI Credits 按量计费（2026-06-01 正式启用）",[35,352,353,354,357,358,361],{},"自 ",[38,355,356],{},"2026-06-01"," 起，Copilot 全面转向 ",[38,359,360],{},"AI Credits 按量计费","（1 credit = $0.01），取代原 PRU（Premium Request Units）。核心逻辑：",[100,363,364,370,375,382,385],{},[103,365,366,369],{},[38,367,368],{},"基础订阅价不变","：Pro $10（含 $10 credits）、Pro+ $39（含 $39）、Business $19（含 $19）、Enterprise $39（含 $39）",[103,371,372,374],{},[38,373,75],{},"——轻度用户体验和成本几乎不变",[103,376,377,378,381],{},"仅 ",[38,379,380],{},"Chat \u002F Agent \u002F PR 评审 \u002F CLI \u002F 超长上下文"," 消耗 credits",[103,383,384],{},"取消 fallback；新增企业 \u002F 成本中心 \u002F 用户级预算管控 + pooled usage（额度池化）",[103,386,387],{},"Business\u002FEnterprise 6-8 月有促销额度（$30 \u002F $70）；code review 另计 Actions 分钟",[389,390,391,404],"table",{},[392,393,394],"thead",{},[395,396,397,401],"tr",{},[398,399,400],"th",{},"项目",[398,402,403],{},"是否消耗 credits",[405,406,407,416,423,431,438,445],"tbody",{},[395,408,409,413],{},[410,411,412],"td",{},"单行补全",[410,414,415],{},"❌ 免费",[395,417,418,421],{},[410,419,420],{},"Next Edit 建议",[410,422,415],{},[395,424,425,428],{},[410,426,427],{},"Chat 对话",[410,429,430],{},"✅ 计费",[395,432,433,436],{},[410,434,435],{},"Agent 任务",[410,437,430],{},[395,439,440,443],{},[410,441,442],{},"PR 评审 \u002F CLI",[410,444,430],{},[395,446,447,450],{},[410,448,449],{},"超长上下文",[410,451,430],{},[35,453,454,187,457,459,460,462],{},[38,455,456],{},"模型阵营大扩容",[38,458,79],{},"（1T 总参 \u002F 32B 激活 MoE，256K 上下文，Modified MIT）GA 7-01，是 Copilot 首个开源权重可选模型（Azure 托管）；",[38,461,83],{}," 家族 7-09 全 IDE 上线；Codex 作为公测 Agent provider 进入 JetBrains（7-07）。",[23,464,465],{"id":465},"价格与运行成本",[35,467,468,473],{},[43,469,472],{"href":470,"rel":471},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\u002Fplans",[163],"官方 Plans 页"," 2026 Q2 公开数据：",[389,475,476,489],{},[392,477,478],{},[395,479,480,483,486],{},[398,481,482],{},"档位",[398,484,485],{},"价格",[398,487,488],{},"关键点",[405,490,491,505,516,527,538,549],{},[395,492,493,496,499],{},[410,494,495],{},"Free",[410,497,498],{},"$0",[410,500,501,502],{},"2000 补全\u002F月，Haiku 4.5 + GPT-5 mini，含 Copilot CLI，",[38,503,504],{},"无需信用卡",[395,506,507,510,513],{},[410,508,509],{},"Pro",[410,511,512],{},"$10\u002F月",[410,514,515],{},"无限补全 + Cloud agent + Code review + 第三方 agent（Claude Code \u002F Codex）+ $15 credits",[395,517,518,521,524],{},[410,519,520],{},"Pro+",[410,522,523],{},"$39\u002F月",[410,525,526],{},"Pro + Opus 等 premium 模型 + 4x usage + $70 credits",[395,528,529,532,535],{},[410,530,531],{},"Max",[410,533,534],{},"$100\u002F月",[410,536,537],{},"Pro+ 2.9x + 优先新模型 + $200 credits",[395,539,540,543,546],{},[410,541,542],{},"Business",[410,544,545],{},"$19\u002Fseat\u002F月",[410,547,548],{},"组织管理 + Copilot 策略 + 全代码库语义索引",[395,550,551,554,557],{},[410,552,553],{},"Enterprise",[410,555,556],{},"$39\u002Fseat\u002F月",[410,558,559],{},"Business + Enterprise 索引 + 优先模型",[35,561,562,187],{},[38,563,564],{},"重要福利",[100,566,567,578,584],{},[103,568,569,187,572,577],{},[38,570,571],{},"学生免费",[43,573,576],{"href":574,"rel":575},"https:\u002F\u002Feducation.github.com\u002Fpack",[163],"GitHub Student Developer Pack"," 认证后直接拿 Pro",[103,579,580,583],{},[38,581,582],{},"开源维护者免费","：维护流行开源项目（star 数 + 活跃度门槛）可申请免费 Pro",[103,585,586,589],{},[38,587,588],{},"教师免费","：通过 GitHub Education 认证",[23,591,593],{"id":592},"上手-3-分钟","上手 3 分钟",[288,595,597],{"className":290,"code":596,"language":292,"meta":293,"style":293},"# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n# JetBrains：Plugin Marketplace 搜 Copilot\n# Neovim：装 github\u002Fcopilot.vim 仓库\n# Xcode：装 github\u002FCopilotForXcode\n\n# 命令行\nbrew install gh                  # macOS\nwinget install GitHub.cli        # Windows\n# Linux：参考 cli.github.com\n\ngh auth login                    # 登录 GitHub\ngh extension install github\u002Fgh-copilot\ngh copilot suggest \"重启 docker 并清理缓存\"\n",[134,598,599,605,610,616,622,629,635,650,664,670,675,690,703],{"__ignoreMap":293},[297,600,601],{"class":299,"line":300},[297,602,604],{"class":603},"sJ8bj","# VS Code：扩展市场搜 \"GitHub Copilot\" 装上即可\n",[297,606,607],{"class":299,"line":311},[297,608,609],{"class":603},"# JetBrains：Plugin Marketplace 搜 Copilot\n",[297,611,613],{"class":299,"line":612},3,[297,614,615],{"class":603},"# Neovim：装 github\u002Fcopilot.vim 仓库\n",[297,617,619],{"class":299,"line":618},4,[297,620,621],{"class":603},"# Xcode：装 github\u002FCopilotForXcode\n",[297,623,625],{"class":299,"line":624},5,[297,626,628],{"emptyLinePlaceholder":627},true,"\n",[297,630,632],{"class":299,"line":631},6,[297,633,634],{"class":603},"# 命令行\n",[297,636,638,641,644,647],{"class":299,"line":637},7,[297,639,640],{"class":303},"brew",[297,642,643],{"class":307}," install",[297,645,646],{"class":307}," gh",[297,648,649],{"class":603},"                  # macOS\n",[297,651,653,656,658,661],{"class":299,"line":652},8,[297,654,655],{"class":303},"winget",[297,657,643],{"class":307},[297,659,660],{"class":307}," GitHub.cli",[297,662,663],{"class":603},"        # Windows\n",[297,665,667],{"class":299,"line":666},9,[297,668,669],{"class":603},"# Linux：参考 cli.github.com\n",[297,671,673],{"class":299,"line":672},10,[297,674,628],{"emptyLinePlaceholder":627},[297,676,678,681,684,687],{"class":299,"line":677},11,[297,679,680],{"class":303},"gh",[297,682,683],{"class":307}," auth",[297,685,686],{"class":307}," login",[297,688,689],{"class":603},"                    # 登录 GitHub\n",[297,691,693,695,698,700],{"class":299,"line":692},12,[297,694,680],{"class":303},[297,696,697],{"class":307}," extension",[297,699,643],{"class":307},[297,701,702],{"class":307}," github\u002Fgh-copilot\n",[297,704,706,708,711,714],{"class":299,"line":705},13,[297,707,680],{"class":303},[297,709,710],{"class":307}," copilot",[297,712,713],{"class":307}," suggest",[297,715,716],{"class":307}," \"重启 docker 并清理缓存\"\n",[35,718,719],{},"IDE 中：登录 GitHub 账号 → 同意订阅 → 直接用。Free 档不需要任何信用卡。",[23,721,722],{"id":722},"国内使用注意事项",[326,724,725,731,741,747],{},[103,726,727,730],{},[38,728,729],{},"账号","：注册 GitHub 即可，国内号 ok，但偶发要海外手机验证",[103,732,733,736,737,740],{},[38,734,735],{},"网络","：插件 push \u002F pull 走 api.github.com 和 copilot-proxy.githubusercontent.com，国内",[38,738,739],{},"必须有稳定代理","，否则补全卡顿到不可用",[103,742,743,746],{},[38,744,745],{},"支付","：Pro 付款渠道有限——Apple 礼品卡（macOS）、Google Play（Android）、海外卡。第三方代付方案少",[103,748,749,752,753,757,758,762],{},[38,750,751],{},"替代路径","：用 ",[43,754,756],{"href":755},"\u002Fcoding\u002Fcli\u002Fcline.html","Cline"," \u002F ",[43,759,761],{"href":760},"\u002Fcoding\u002Fagent\u002Fcontinue.html","Continue"," + 国产模型，国内体验更顺畅",[23,764,765],{"id":765},"与同类怎么选",[389,767,768,793],{},[392,769,770],{},[395,771,772,775,777,783,789],{},[398,773,774],{},"维度",[398,776,12],{},[398,778,779],{},[43,780,782],{"href":781},"\u002Fcoding\u002Fide\u002Fcursor.html","Cursor",[398,784,785],{},[43,786,788],{"href":787},"\u002Fcoding\u002Fide\u002Fwindsurf.html","Windsurf",[398,790,791],{},[43,792,756],{"href":755},[405,794,795,811,827,841,857,873,888,902,917],{},[395,796,797,800,803,806,808],{},[410,798,799],{},"形态",[410,801,802],{},"插件（VS Code\u002FJetBrains 等）",[410,804,805],{},"AI-first IDE",[410,807,805],{},[410,809,810],{},"VS Code 扩展",[395,812,813,816,819,822,824],{},[410,814,815],{},"多 IDE 覆盖",[410,817,818],{},"★★★★★",[410,820,821],{},"★★☆☆☆ 仅自家",[410,823,821],{},[410,825,826],{},"★★★★☆",[395,828,829,832,834,836,838],{},[410,830,831],{},"补全速度",[410,833,826],{},[410,835,826],{},[410,837,818],{},[410,839,840],{},"★★★☆☆",[395,842,843,846,849,852,855],{},[410,844,845],{},"Agent 模式",[410,847,848],{},"★★★★☆ Agent Mode",[410,850,851],{},"★★★★★ Composer",[410,853,854],{},"★★★★★ Cascade",[410,856,826],{},[395,858,859,862,865,868,871],{},[410,860,861],{},"云端后台 Agent",[410,863,864],{},"★★★★★ Coding Agent",[410,866,867],{},"⚠️ Bug bot",[410,869,870],{},"❌",[410,872,870],{},[395,874,875,878,881,883,885],{},[410,876,877],{},"模型选择",[410,879,880],{},"★★★★★ 多家",[410,882,826],{},[410,884,826],{},[410,886,887],{},"★★★★★ BYOK",[395,889,890,893,896,898,900],{},[410,891,892],{},"企业合规",[410,894,895],{},"★★★★★ SOC2\u002FISO",[410,897,826],{},[410,899,840],{},[410,901,840],{},[395,903,904,907,910,912,914],{},[410,905,906],{},"免费档",[410,908,909],{},"★★★★☆ 2000\u002F月",[410,911,840],{},[410,913,826],{},[410,915,916],{},"完全免费（自带 API）",[395,918,919,921,924,926,928],{},[410,920,61],{},[410,922,923],{},"高",[410,925,923],{},[410,927,923],{},[410,929,930],{},"低",[35,932,933,187],{},[38,934,935],{},"怎么选",[100,937,938,944,950,960],{},[103,939,940,943],{},[38,941,942],{},"公司发账号 \u002F 团队"," → GitHub Copilot Business",[103,945,946,949],{},[38,947,948],{},"个人海外 + 想要稳定生态"," → Pro $10\u002F月",[103,951,952,955,956,757,958],{},[38,953,954],{},"追求 IDE 级 Agent 激进度"," → ",[43,957,782],{"href":781},[43,959,788],{"href":787},[103,961,962,955,965,757,967,969],{},[38,963,964],{},"国内 \u002F 完全自主可控",[43,966,756],{"href":755},[43,968,761],{"href":760}," + 国产模型",[23,971,972],{"id":972},"避坑清单",[100,974,975,981,987,993,1003,1013,1019,1025,1031],{},[103,976,977,980],{},[38,978,979],{},"AI Credits 制下重度 Agent 用户要算账","：单行补全和 Next Edit 免费，但 Chat\u002FAgent\u002FPR 评审都计费，Sol 级模型一次复杂 agent 任务可能耗掉不少 credits，重度使用建议用企业版的预算管控 + 额度池化",[103,982,983,986],{},[38,984,985],{},"Kimi K2.7 默认关（企业版）","：Business\u002FEnterprise 需管理员在后台开启才能选用 Kimi K2.7 Code",[103,988,989,992],{},[38,990,991],{},"Coding Agent 跑在 Actions 上","：你的 Actions minutes 会被消耗，免费仓库够用，私有仓库要注意账单",[103,994,995,998,999,1002],{},[38,996,997],{},"Agent Mode 默认权限要 review","：第一次跑会让你授权\"能改文件 \u002F 能跑命令\"，团队建议设置 ",[134,1000,1001],{},".github\u002Fcopilot-instructions.md"," 把规则成文",[103,1004,1005,1012],{},[38,1006,1007,1008,1011],{},"不要把 ",[134,1009,1010],{},"OPENAI_API_KEY"," 暴露","：Copilot 自带模型供给，不需要你的 API key",[103,1014,1015,1018],{},[38,1016,1017],{},"国内首次激活有\"需要海外手机\"的概率事件","：失败时换网络环境或换手机号",[103,1020,1021,1024],{},[38,1022,1023],{},"JetBrains 插件偶发崩溃","：IDE 端体验略落后 VS Code，遇到崩溃先升 plugin 版本",[103,1026,1027,1030],{},[38,1028,1029],{},"Agent Finder 不等于自动装工具","：它只负责发现和推荐，企业管理员仍应控制允许的 registry；不要把未知 MCP server 直接接进生产仓库",[103,1032,1033,1036],{},[38,1034,1035],{},"Pro+ \u002F Max 是个人订阅，不能给团队共享","：要团队就上 Business",[23,1038,1040],{"id":1039},"适合-不适合","适合 \u002F 不适合",[35,1042,1043],{},"✅ 适合：",[100,1045,1046,1049,1052,1055,1058],{},[103,1047,1048],{},"已经全员在 GitHub 的团队（开 Business 最省事）",[103,1050,1051],{},"个人海外开发者，重视生态稳定",[103,1053,1054],{},"学生 \u002F 开源维护者（薅免费 Pro）",[103,1056,1057],{},"多 IDE 切换的开发者（VS Code + JetBrains + Neovim）",[103,1059,1060],{},"需要\"issue → PR\"自动化流程",[35,1062,1063],{},"❌ 不适合：",[100,1065,1066,1077,1084,1090],{},[103,1067,1068,1069,757,1073,1076],{},"国内首选 IDE 体验（去 ",[43,1070,1072],{"href":1071},"\u002Fcoding\u002Fide\u002Ftrae.html","Trae",[43,1074,1075],{"href":781},"Cursor 国内代付","）",[103,1078,1079,1080,757,1082,1076],{},"想要最激进的多文件 Agent（去 ",[43,1081,782],{"href":781},[43,1083,788],{"href":787},[103,1085,1086,1087,1089],{},"私有部署 \u002F 数据不出网（",[43,1088,761],{"href":760}," + 自建模型）",[103,1091,1092],{},"反对一切 credit 制",[23,1094,1095],{"id":1095},"相关阅读",[100,1097,1098,1117,1130,1148],{},[103,1099,1100,1101,757,1103,757,1105,757,1107,757,1111,757,1113],{},"同类对比：",[43,1102,782],{"href":781},[43,1104,788],{"href":787},[43,1106,1072],{"href":1071},[43,1108,1110],{"href":1109},"\u002Fcoding\u002Fcli\u002Fclaude-code.html","Claude Code",[43,1112,756],{"href":755},[43,1114,1116],{"href":1115},"\u002Fcoding\u002Fcli\u002Fcodex.html","Codex CLI",[103,1118,1119,1120,757,1124,757,1126],{},"概念：",[43,1121,1123],{"href":1122},"\u002Fwiki\u002Fai-agent.html","AI Agent",[43,1125,46],{"href":45},[43,1127,1129],{"href":1128},"\u002Fwiki\u002Ffunction-calling.html","Function Calling",[103,1131,1132,1133,757,1136,757,1140,757,1144],{},"模型：",[43,1134,83],{"href":1135},"\u002Fmodels\u002Fgpt-5-6.html",[43,1137,1139],{"href":1138},"\u002Fmodels\u002Fclaude-sonnet-5.html","Claude Sonnet 5",[43,1141,1143],{"href":1142},"\u002Fmodels\u002Fkimi-k3.html","Kimi K3",[43,1145,1147],{"href":1146},"\u002Fmodels\u002Fgemini-3-pro.html","Gemini 3 Pro",[103,1149,1150,1151,757,1155],{},"进阶：",[43,1152,1154],{"href":1153},"\u002Fwiki\u002Fvibe-coding.html","Vibe Coding",[43,1156,1158],{"href":1157},"\u002Fwiki\u002Fprompt-engineering.html","Prompt Engineering",[23,1160,1161],{"id":1161},"来源",[100,1163,1164,1171,1177,1184,1187],{},[103,1165,1166,1167],{},"官网：",[43,1168,1169],{"href":1169,"rel":1170},"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot",[163],[103,1172,1173,1174],{},"定价：",[43,1175,470],{"href":470,"rel":1176},[163],[103,1178,1179,1180],{},"企业文档：",[43,1181,1182],{"href":1182,"rel":1183},"https:\u002F\u002Fdocs.github.com\u002Fen\u002Fenterprise-cloud@latest\u002Fcopilot\u002Fget-started\u002Fplans",[163],[103,1185,1186],{},"公告：github.blog",[103,1188,1189],{},"第三方评测：augmentcode.com \u002F tossitt.com \u002F 4geeks.com",[35,1191,1192,1193,1197],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 模型 \u002F 功能与最新官方信息不一致，请通过 ",[43,1194,1196],{"href":1195},"mailto:hello@aiho.net","反馈邮箱"," 反馈。",[1199,1200,1201],"style",{},"html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}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);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}",{"title":293,"searchDepth":612,"depth":612,"links":1203},[1204,1205,1213,1214,1215,1216,1217,1218,1219,1220],{"id":25,"depth":311,"text":26},{"id":93,"depth":311,"text":93,"children":1206},[1207,1208,1209,1210,1211,1212],{"id":97,"depth":612,"text":98},{"id":155,"depth":612,"text":156},{"id":195,"depth":612,"text":196},{"id":228,"depth":612,"text":229},{"id":317,"depth":612,"text":318},{"id":349,"depth":612,"text":350},{"id":465,"depth":311,"text":465},{"id":592,"depth":311,"text":593},{"id":722,"depth":311,"text":722},{"id":765,"depth":311,"text":765},{"id":972,"depth":311,"text":972},{"id":1039,"depth":311,"text":1040},{"id":1095,"depth":311,"text":1095},{"id":1161,"depth":311,"text":1161},"\u002Fimg\u002Ftools\u002Fgithub-copilot.webp","GitHub Copilot 真实评测：微软+OpenAI 出品的 IDE 插件鼻祖，覆盖 VS Code \u002F JetBrains \u002F Neovim \u002F Visual Studio。Copilot Chat、Agent Mode、Coding Agent、Copilot CLI 新终端界面、Agent Finder 多模型资源发现一应俱全。AIHO 编辑部基于官方文档与多份评测整理。",false,"md",[1226,1227],"zh","en",{},[1230,1231,1232,1233,1234],"claude-sonnet-5","gpt-5.6","kimi-k2.7-code","gemini-3-pro","haiku-4.5",[1236,1237,1238],"完全无网络代理的国内开发者","追求最激进的多文件 Agent（去 Cursor \u002F Windsurf）","想私有部署 \u002F 数据不出网（去 Continue.dev）","\u002Ftools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot","coding",[1242,1243,1244],"windows","macos","linux",[1246,1250,1254,1258,1260,1264],{"plan":495,"price":498,"limit":1247,"cn_pay":1248,"note":1249},"2,000 completions\u002F月 + Haiku\u002FGPT-5 mini + Copilot CLI","—","学生免费升级 Pro",{"plan":509,"price":512,"limit":1251,"cn_pay":1252,"note":1253},"无限补全 + Cloud agent + Code review + $15 credits","⚠️ 需海外卡 \u002F Apple 礼品卡","个人主力档",{"plan":520,"price":523,"limit":1255,"cn_pay":1256,"note":1257},"Pro + Opus 等 premium 模型 + 4x credits ($70)","⚠️","重度用户",{"plan":531,"price":534,"limit":537,"cn_pay":1256,"note":1259},"高并发 agent",{"plan":542,"price":545,"limit":1261,"cn_pay":1262,"note":1263},"组织管理 + 策略控制 + 代码库索引","✅ 企业发票","团队首选",{"plan":553,"price":556,"limit":1265,"cn_pay":1266,"note":1267},"Business + 优先模型 + 更大 AI credits","✅","大企业","Free \u002F Pro $10\u002Fmo \u002F Pro+ $39\u002Fmo \u002F Max $100\u002Fmo \u002F Business $19 seat \u002F Enterprise $39 seat","2026-06-19",{"power":618,"ux":624,"price":618,"cn_support":612,"stability":624},{"title":12,"description":1222},"coding\u002Fcopilot\u002Fgithub-copilot",[1274,1276,1278,1280,1282,1285,1288,1291,1294,1297],{"title":1275,"url":1169},"GitHub Copilot 官方",{"title":1277,"url":470},"Copilot Plans & Pricing",{"title":1279,"url":1182},"Copilot Enterprise Docs",{"title":1281,"url":161},"Agent Mode GA Blog",{"title":1283,"url":1284},"MCP Support Public Preview","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2025\u002F04\u002F04\u002Fgithub-copilot-now-supports-mcp-servers-in-public-preview-in-vs-code\u002F",{"title":1286,"url":1287},"Copilot vs Intent 2026 评测","https:\u002F\u002Fwww.augmentcode.com\u002Ftools\u002Fintent-vs-github-copilot",{"title":1289,"url":1290},"Copilot 2026 完整指南","https:\u002F\u002Ftossitt.com\u002Fgithub-copilot-guide-2026",{"title":1292,"url":1293},"Copilot CLI 新终端界面 GA","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-23-copilot-cli-new-terminal-interface-is-generally-available\u002F",{"title":1295,"url":1296},"Agent Finder for GitHub Copilot","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F2026-06-17-agent-finder-for-github-copilot-now-available\u002F",{"title":1298,"url":1299},"AI Credits 计费模型（github.blog changelog）","https:\u002F\u002Fgithub.blog\u002Fchangelog\u002F","tools\u002Fcoding\u002Fcopilot\u002Fgithub-copilot",[1302,1303,1304,1305,1306],"已经在用 GitHub 的所有人（最低成本）","团队 \u002F 企业（合规、SOC2、ISO 27001）","JetBrains 用户 \u002F Neovim \u002F Visual Studio \u002F Xcode","学生 \u002F 开源维护者（免费 Pro 资格）","需要 Coding Agent 自动从 issue 生成 PR","AI Copilot 鼻祖，VS Code \u002F JetBrains \u002F Neovim 全家桶覆盖",[304,1309,1310,1311,1312,1313],"vscode","jetbrains","github","agent-mode","coding-agent","2026-07-20","插件生态最稳的选择，免费档大方，国内用稳定代理 + GitHub 账号即可。Agent Mode 已经能跟 Cursor 掰手腕，Coding Agent 能直接在 GitHub 上跑后台 PR。","wJYTiQ8gOH8ZAmyFLfzv2h5VO6xXYDCvDCUs8LgFyr8",{"id":1318,"title":1319,"alternatives":1320,"api_compatible":9,"body":1323,"category":2096,"chinese_friendly":612,"cover":2097,"description":2098,"domestic":1223,"extension":1224,"faq":9,"free":1223,"github":9,"languages":2099,"lastVerified":9,"meta":2100,"models":9,"navigation":627,"notSuitable":9,"opensource":1223,"path":2101,"pillar":1240,"platforms":2102,"priceTable":2103,"pricing":2115,"published":2116,"relatedPlaybooks":9,"relatedReviews":2117,"score":2122,"self_host":1223,"seo":2123,"seoTitle":9,"slug":15,"sources":2124,"stem":2141,"suitable":9,"tagline":2142,"tags":2143,"updated":1314,"verdict":2148,"website":2149,"__hash__":2150},"tools\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf.md","Windsurf（已更名 Devin Desktop）",[14,1321,1322,16],"coding\u002Fide\u002Ftrae","coding\u002Fide\u002Fzed",{"type":20,"value":1324,"toc":2079},[1325,1327,1365,1370,1372,1376,1391,1397,1411,1419,1433,1441,1461,1465,1474,1478,1481,1484,1504,1508,1515,1586,1591,1602,1610,1614,1651,1654,1675,1677,1705,1707,1846,1851,1865,1870,1898,1900,1962,1964,1966,1986,1988,2006,2008,2052,2054,2071,2076],[23,1326,26],{"id":25},[28,1328,1330,1360],{"className":1329},[31,32,33],[35,1331,1332,1335,1336,1339,1340,1343,1344,1347,1348,1351,1352,1355,1356,1359],{},[38,1333,1334],{},"⚠️ 重大变更（2026-06\u002F07）："," Windsurf 已于 ",[38,1337,1338],{},"2026-06-02 更名为 Devin Desktop","（OTA 自动更新），并入 Cognition 的统一 Devin 品牌矩阵（Cloud \u002F Desktop \u002F CLI \u002F Review）。招牌 Agent ",[38,1341,1342],{},"Cascade 已于 2026-07-01 EOL","，由 Rust 重写的 ",[38,1345,1346],{},"Devin Local"," 取代——token 效率 +30%、支持子 Agent、Fast Context 用 SWE-grep 检索快约 20x、沙盒化执行，并支持 ",[38,1349,1350],{},"ACP","（Zed 的 Agent Client Protocol，可跑 Codex \u002F Claude Agent \u002F OpenCode + Devin Local）。",[134,1353,1354],{},"surf"," 命令改为 ",[134,1357,1358],{},"devin-desktop","，定价不变，完整 IDE 能力保留。",[35,1361,1362,1364],{},[38,1363,40],{}," 原 Windsurf 是 VS Code fork 基底的 AI-first IDE，免费档比 Cursor 大方、补全（Supercomplete）体感快；如今它是 Devin 生态的桌面入口，Agent Command Center（Spaces、Kanban）成主界面。Windsurf 的 JetBrains 插件保留原名。",[86,1366,1367],{},[35,1368,1369],{},"来源说明：本文基于 devin.ai \u002F windsurf.com 官方页面与更名 FAQ、docs.devin.ai 文档、多份独立评测（vibecoding.app \u002F eesel.ai \u002F openaitoolshub \u002F pecollective.com）综合整理。Cognition 的品牌 \u002F 产品结构变动较快，请以最新官方信息为准。",[23,1371,93],{"id":93},[95,1373,1375],{"id":1374},"devin-local接棒-cascade与原-cascade-引擎","Devin Local（接棒 Cascade）与原 Cascade 引擎",[86,1377,1378],{},[35,1379,1380,1383,1384,1387,1388,1390],{},[38,1381,1382],{},"注意","：下文描述的 Cascade 已于 ",[38,1385,1386],{},"2026-07-01 EOL","，由 ",[38,1389,1346],{}," 取代。Devin Local 用 Rust 重写，token 效率 +30%、支持子 Agent、Fast Context 检索快约 20x（SWE-grep）、沙盒化执行，并支持 ACP 跨 Agent 协议（同界面可切 Codex \u002F Claude Agent \u002F OpenCode）。以下 Cascade 的能力描述保留作为演进参照，多数已被 Devin Local 对齐或增强。",[35,1392,1393,1394,1396],{},"Cascade 曾是 Windsurf 对标 ",[43,1395,782],{"href":781}," Composer 的多步骤 Agent。两种模式：",[100,1398,1399,1405],{},[103,1400,1401,1404],{},[38,1402,1403],{},"Write 模式","：让 Cascade 实际改代码，多文件编辑",[103,1406,1407,1410],{},[38,1408,1409],{},"Chat 模式","：只问答，不动文件（适合代码理解）",[35,1412,1413,1418],{},[43,1414,1417],{"href":1415,"rel":1416},"https:\u002F\u002Fdocs.devin.ai\u002Fwindsurf\u002Fplugins\u002Fcascade\u002Fcascade-overview",[163],"官方 Cascade 文档"," 公开的能力：",[100,1420,1421,1424,1427,1430],{},[103,1422,1423],{},"每次 prompt 最多 25 次工具调用，超过 type \"continue\" 继续",[103,1425,1426],{},"内置工具：Search、Analyze、Web Search、Terminal、Voice Input",[103,1428,1429],{},"自动探测项目用的包管理器并装依赖",[103,1431,1432],{},"队列消息：Cascade 跑的时候你可以排队下一个指令",[35,1434,1435,1440],{},[43,1436,1439],{"href":1437,"rel":1438},"https:\u002F\u002Fwww.eesel.ai\u002Fblog\u002Fwindsurf-overview",[163],"eesel AI 2026 评测"," 实测描述的 Cascade 特点：",[100,1442,1443,1449,1455],{},[103,1444,1445,1448],{},[38,1446,1447],{},"多文件编辑","：rename 一个函数，跨整个项目同步更新调用点",[103,1450,1451,1454],{},[38,1452,1453],{},"终端集成","：跑命令、读输出、看到 error 自动尝试修复",[103,1456,1457,1460],{},[38,1458,1459],{},"迭代调试","：测试失败时不放弃，换个方法再试，循环到通过",[95,1462,1464],{"id":1463},"supercomplete补全速度优势","Supercomplete：补全速度优势",[35,1466,1467,1468,1473],{},"Windsurf 自研补全模型，跑在自家推理基础设施上，",[43,1469,1472],{"href":1470,"rel":1471},"https:\u002F\u002Fpecollective.com\u002Ftools\u002Fwindsurf",[163],"PE Collective 评测"," 描述：\"没有云端补全那种卡顿，suggestions 几乎瞬间出现\"。能预测下一行甚至连续几行（特别是 API route \u002F 测试用例这类重复模式）。",[95,1475,1477],{"id":1476},"flows上下文聊天","Flows：上下文聊天",[35,1479,1480],{},"Cascade 的对话界面，跨会话保留上下文。问完一个函数，追问它的测试，Flows 能记住前一轮在讨论什么。索引整个 codebase + 当前打开文件 + 最近编辑。",[95,1482,1483],{"id":1483},"其他",[100,1485,1486,1492,1498],{},[103,1487,1488,1491],{},[38,1489,1490],{},"Terminal AI","：用自然语言生成 shell 命令（\"重启 docker 并清缓存\"）",[103,1493,1494,1497],{},[38,1495,1496],{},"Voice input","：Cmd\u002FCtrl+L 打开 Cascade，可以语音输入",[103,1499,1500,1503],{},[38,1501,1502],{},"VS Code 扩展兼容","：因为是 VS Code fork，95%+ 的扩展可以直接装",[23,1505,1507],{"id":1506},"价格与运行成本2026-切到-credit-制","价格与运行成本（2026 切到 credit 制）",[35,1509,1510,1514],{},[43,1511,1513],{"href":1470,"rel":1512},[163],"PE Collective 2026-04 评测"," 描述的 credit 系统：",[389,1516,1517,1532],{},[392,1518,1519],{},[395,1520,1521,1524,1526,1529],{},[398,1522,1523],{},"套餐",[398,1525,485],{},[398,1527,1528],{},"Credits",[398,1530,1531],{},"备注",[405,1533,1534,1546,1559,1573],{},[395,1535,1536,1538,1540,1543],{},[410,1537,495],{},[410,1539,498],{},[410,1541,1542],{},"25 credits\u002F月",[410,1544,1545],{},"比 Cursor Free 体感更可用",[395,1547,1548,1550,1553,1556],{},[410,1549,509],{},[410,1551,1552],{},"$15\u002F月",[410,1554,1555],{},"500 credits\u002F月",[410,1557,1558],{},"比 Cursor Pro 便宜 $5",[395,1560,1561,1564,1567,1570],{},[410,1562,1563],{},"Team",[410,1565,1566],{},"$30\u002Fseat\u002F月",[410,1568,1569],{},"更多 credits + SSO + 中央账单",[410,1571,1572],{},"中小团队",[395,1574,1575,1577,1580,1583],{},[410,1576,553],{},[410,1578,1579],{},"联系销售",[410,1581,1582],{},"定制",[410,1584,1585],{},"大企业 \u002F 合规",[35,1587,1588,187],{},[38,1589,1590],{},"Credit 消耗规则（社区共识，非官方明示）",[100,1592,1593,1596,1599],{},[103,1594,1595],{},"Cascade 一次 Write 调用 = 1+ credits（依赖模型 + 工具调用数）",[103,1597,1598],{},"用 GPT-4 \u002F Claude Opus 等 premium 模型 = credit 倍数高",[103,1600,1601],{},"自带补全（Supercomplete）= 不算 credits",[35,1603,1604,1609],{},[43,1605,1608],{"href":1606,"rel":1607},"https:\u002F\u002Fwww.openaitoolshub.org\u002Fen\u002Fblog\u002Fwindsurf-editor-review",[163],"openaitoolshub 评测"," 真实使用感受：Pro $15 + 500 credits 对中度用户够用一个月；写得猛的话第二周就空，要加买 credit pack。",[23,1611,1613],{"id":1612},"上手-5-分钟","上手 5 分钟",[288,1615,1617],{"className":290,"code":1616,"language":292,"meta":293,"style":293},"# macOS\nbrew install --cask windsurf\n\n# Windows \u002F Linux\n# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[134,1618,1619,1624,1637,1641,1646],{"__ignoreMap":293},[297,1620,1621],{"class":299,"line":300},[297,1622,1623],{"class":603},"# macOS\n",[297,1625,1626,1628,1630,1634],{"class":299,"line":311},[297,1627,640],{"class":303},[297,1629,643],{"class":307},[297,1631,1633],{"class":1632},"sj4cs"," --cask",[297,1635,1636],{"class":307}," windsurf\n",[297,1638,1639],{"class":299,"line":612},[297,1640,628],{"emptyLinePlaceholder":627},[297,1642,1643],{"class":299,"line":618},[297,1644,1645],{"class":603},"# Windows \u002F Linux\n",[297,1647,1648],{"class":299,"line":624},[297,1649,1650],{"class":603},"# 去 https:\u002F\u002Fwindsurf.com 下载安装包\n",[35,1652,1653],{},"打开后：",[326,1655,1656,1659,1662,1669,1672],{},[103,1657,1658],{},"用 GitHub \u002F Google 账号登录（国内可能需要代理过验证）",[103,1660,1661],{},"选择主题（VS Code 用户零迁移成本）",[103,1663,1664,1665,1668],{},"打开项目目录 → ",[134,1666,1667],{},"Cmd\u002FCtrl+L"," 调出 Cascade",[103,1670,1671],{},"输入第一个 prompt，比如\"读完整个项目结构后告诉我这是什么项目\"",[103,1673,1674],{},"等 Cascade 索引完（几十秒到几分钟，看项目大小）",[23,1676,722],{"id":722},[326,1678,1679,1685,1690,1695],{},[103,1680,1681,1684],{},[38,1682,1683],{},"账号注册","：需要海外邮箱 + 偶发要海外手机；国内邮箱（QQ \u002F 163）有时被拒",[103,1686,1687,1689],{},[38,1688,735],{},"：模型推理在境外，没代理时 Cascade 会卡顿到不可用",[103,1691,1692,1694],{},[38,1693,745],{},"：Pro 订阅只收海外卡，第三方代付方案少（不像 Cursor 有成熟代理）",[103,1696,1697,187,1699,1701,1702,1704],{},[38,1698,751],{},[43,1700,1072],{"href":1071},"（字节 IDE，国内访问无门槛）或 ",[43,1703,782],{"href":781},"（生态更成熟）",[23,1706,765],{"id":765},[389,1708,1709,1731],{},[392,1710,1711],{},[395,1712,1713,1715,1717,1721,1725],{},[398,1714,774],{},[398,1716,788],{},[398,1718,1719],{},[43,1720,782],{"href":781},[398,1722,1723],{},[43,1724,1072],{"href":1071},[398,1726,1727],{},[43,1728,1730],{"href":1729},"\u002Fcoding\u002Fide\u002Fzed.html","Zed",[405,1732,1733,1749,1762,1777,1792,1805,1818,1831],{},[395,1734,1735,1737,1740,1743,1746],{},[410,1736,845],{},[410,1738,1739],{},"Cascade（激进）",[410,1741,1742],{},"Composer（保守）",[410,1744,1745],{},"类 Composer",[410,1747,1748],{},"ACP 协议接入",[395,1750,1751,1753,1756,1758,1760],{},[410,1752,831],{},[410,1754,1755],{},"★★★★★ 自研模型",[410,1757,826],{},[410,1759,826],{},[410,1761,826],{},[395,1763,1764,1767,1770,1772,1775],{},[410,1765,1766],{},"免费档慷慨度",[410,1768,1769],{},"★★★★☆ 25 credits",[410,1771,840],{},[410,1773,1774],{},"★★★★★ 中国无限制",[410,1776,826],{},[395,1778,1779,1782,1784,1787,1790],{},[410,1780,1781],{},"Pro 价格",[410,1783,1552],{},[410,1785,1786],{},"$20\u002F月",[410,1788,1789],{},"国内免费",[410,1791,1786],{},[395,1793,1794,1797,1799,1801,1803],{},[410,1795,1796],{},"国内可用性",[410,1798,840],{},[410,1800,840],{},[410,1802,818],{},[410,1804,840],{},[395,1806,1807,1810,1812,1814,1816],{},[410,1808,1809],{},"多文件改动激进度",[410,1811,818],{},[410,1813,826],{},[410,1815,826],{},[410,1817,840],{},[395,1819,1820,1823,1825,1827,1829],{},[410,1821,1822],{},"稳定性",[410,1824,826],{},[410,1826,818],{},[410,1828,826],{},[410,1830,826],{},[395,1832,1833,1836,1839,1841,1843],{},[410,1834,1835],{},"生态（VS Code 扩展）",[410,1837,1838],{},"★★★★★ fork",[410,1840,1838],{},[410,1842,1838],{},[410,1844,1845],{},"★★★☆☆ 自家",[35,1847,1848,187],{},[38,1849,1850],{},"选 Windsurf 如果你",[100,1852,1853,1856,1859,1862],{},[103,1854,1855],{},"看重补全速度 + 多文件 Agent 的激进度",[103,1857,1858],{},"海外开发者 \u002F 已经能搞定支付和网络",[103,1860,1861],{},"免费档已经够用、不想付费",[103,1863,1864],{},"跑 Cursor 卡顿，想换个推理基础设施",[35,1866,1867,187],{},[38,1868,1869],{},"别选 Windsurf 如果你",[100,1871,1872,1877,1883,1892],{},[103,1873,1874,1875,1076],{},"国内 + 不想折腾代理（去 ",[43,1876,1072],{"href":1071},[103,1878,1879,1880,1882],{},"重度使用 + 预算敏感（credit 制不划算，",[43,1881,782],{"href":781}," 月费固定）",[103,1884,1885,1886,757,1888,1076],{},"终端原生使用者（",[43,1887,1110],{"href":1109},[43,1889,1891],{"href":1890},"\u002Fcoding\u002Fcli\u002Faider.html","Aider",[103,1893,1894,1895,1076],{},"完全开源洁癖（",[43,1896,1897],{"href":760},"Continue.dev",[23,1899,972],{"id":972},[100,1901,1902,1908,1918,1928,1938,1950,1956],{},[103,1903,1904,1907],{},[38,1905,1906],{},"Credit 制下重度使用要算账","：500 credits 看着多，复杂 refactor 一次性吃掉 10-20 credits，月底空了得加 credit pack",[103,1909,1910,1913,1914,1917],{},[38,1911,1912],{},"Cascade 比 Composer 更敢动手","：写得激进的同时",[38,1915,1916],{},"犯错也更多","，commit 频率要拉高，方便回滚",[103,1919,1920,1923,1924,1927],{},[38,1921,1922],{},"多窗口隔离","：根据 ",[43,1925,1608],{"href":1606,"rel":1926},[163]," 实测，Cascade context 是按窗口隔离的——前后端在两个项目时跨项目协作有缺陷，需开 multi-root workspace",[103,1929,1930,187,1933,1937],{},[38,1931,1932],{},"Cascade 写文件失败的\"flaky\"",[43,1934,1936],{"href":1437,"rel":1935},[163],"dev.to 用户反馈"," 引用的常见问题，Cascade 偶发 \"cascade errors when trying to write files\"，重试或换模型可解",[103,1939,1940,1943,1944,1946,1947,1949],{},[38,1941,1942],{},"更名已落地，注意迁移","：Windsurf 已于 2026-06-02 更名 Devin Desktop，Cascade 于 07-01 EOL。老用户 OTA 自动更新，无需重装；但脚本里的 ",[134,1945,1354],{}," 命令要改为 ",[134,1948,1358],{},"，依赖 Cascade 的工作流需迁移到 Devin Local（功能对齐，部分交互不同），建议先在小项目验证再全面迁移",[103,1951,1952,1955],{},[38,1953,1954],{},"Rust \u002F Go 项目 LSP 不够全","：Cascade 的内嵌 LSP 比\"VS Code + Rust Analyzer 扩展\"功能少一些",[103,1957,1958,1961],{},[38,1959,1960],{},"VS Code 扩展库兼容性","：95%+ 兼容，但极少数靠 VS Code 私有 API 的扩展（如某些远程开发插件）会有问题",[23,1963,1040],{"id":1039},[35,1965,1043],{},[100,1967,1968,1974,1977,1980,1983],{},[103,1969,1970,1971,1973],{},"想用比 ",[43,1972,782],{"href":781}," 更激进的 Agent 模式",[103,1975,1976],{},"重视补全的瞬时响应",[103,1978,1979],{},"海外开发者 \u002F 能稳定上代理",[103,1981,1982],{},"VS Code 用户想\"原地升级\"",[103,1984,1985],{},"团队规模中小（5-20 人），SSO 需求",[35,1987,1063],{},[100,1989,1990,1996,2001,2004],{},[103,1991,1992,1993,1995],{},"国内首选 IDE（",[43,1994,1072],{"href":1071}," 更顺）",[103,1997,1998,1999,1076],{},"终端工作流为主（",[43,2000,1110],{"href":1109},[103,2002,2003],{},"需要私有部署 \u002F 数据不出网",[103,2005,1092],{},[23,2007,1095],{"id":1095},[100,2009,2010,2021,2034,2042],{},[103,2011,2012,2013,757,2017],{},"最新资讯：",[43,2014,2016],{"href":2015},"\u002Fnews\u002F2026\u002Fwindsurf-devin-desktop.html","Windsurf 更名 Devin Desktop，Cascade 退役",[43,2018,2020],{"href":2019},"\u002Fnews\u002F2026\u002Fwindsurf-acquisition.html","Windsurf 被 Cognition 收购始末",[103,2022,1100,2023,757,2025,757,2027,757,2029,757,2031],{},[43,2024,782],{"href":781},[43,2026,1072],{"href":1071},[43,2028,1730],{"href":1729},[43,2030,1110],{"href":1109},[43,2032,12],{"href":2033},"\u002Fcoding\u002Fcopilot\u002Fgithub-copilot.html",[103,2035,1119,2036,757,2038,757,2040],{},[43,2037,1123],{"href":1122},[43,2039,1154],{"href":1153},[43,2041,1129],{"href":1128},[103,2043,1132,2044,757,2046,757,2048],{},[43,2045,83],{"href":1135},[43,2047,1139],{"href":1138},[43,2049,2051],{"href":2050},"\u002Fmodels\u002Fdeepseek-v4.html","DeepSeek V4",[23,2053,1161],{"id":1161},[100,2055,2056,2062,2068],{},[103,2057,1166,2058],{},[43,2059,2060],{"href":2060,"rel":2061},"https:\u002F\u002Fwindsurf.com",[163],[103,2063,2064,2065],{},"Cascade 文档：",[43,2066,1415],{"href":1415,"rel":2067},[163],[103,2069,2070],{},"第三方评测：vibecoding.app \u002F eesel.ai \u002F openaitoolshub.org \u002F pecollective.com",[35,2072,2073,2074,1197],{},"本卡片由 AIHO 编辑部根据官方公开资料与第三方评测整理。所有事实点均标注来源；如发现价格 \u002F 命令 \u002F 功能与最新官方信息不一致，请通过 ",[43,2075,1196],{"href":1195},[1199,2077,2078],{},"html pre.shiki code .sJ8bj, html code.shiki .sJ8bj{--shiki-default:#6A737D;--shiki-dark:#6A737D}html pre.shiki code .sScJk, html code.shiki .sScJk{--shiki-default:#6F42C1;--shiki-dark:#B392F0}html pre.shiki code .sZZnC, html code.shiki .sZZnC{--shiki-default:#032F62;--shiki-dark:#9ECBFF}html pre.shiki code .sj4cs, html code.shiki .sj4cs{--shiki-default:#005CC5;--shiki-dark:#79B8FF}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);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":293,"searchDepth":612,"depth":612,"links":2080},[2081,2082,2088,2089,2090,2091,2092,2093,2094,2095],{"id":25,"depth":311,"text":26},{"id":93,"depth":311,"text":93,"children":2083},[2084,2085,2086,2087],{"id":1374,"depth":612,"text":1375},{"id":1463,"depth":612,"text":1464},{"id":1476,"depth":612,"text":1477},{"id":1483,"depth":612,"text":1483},{"id":1506,"depth":311,"text":1507},{"id":1612,"depth":311,"text":1613},{"id":722,"depth":311,"text":722},{"id":765,"depth":311,"text":765},{"id":972,"depth":311,"text":972},{"id":1039,"depth":311,"text":1040},{"id":1095,"depth":311,"text":1095},{"id":1161,"depth":311,"text":1161},"ide","\u002Fimg\u002Ftools\u002Fwindsurf.webp","Windsurf \u002F Devin Desktop 真实评测：Cognition 于 2026-06-02 将 Windsurf 更名 Devin Desktop，招牌 Agent Cascade 已于 07-01 EOL，由 Rust 重写的 Devin Local 取代（token 效率 +30%，支持 ACP 跨 Agent 协议）。AIHO 编辑部基于官方文档与多份独立评测整理，含最新变化、定价、与 Cursor 对比、避坑指南。",[1226,1227],{},"\u002Ftools\u002Fcoding\u002Fide\u002Fwindsurf",[1242,1243,1244],[2104,2107,2111,2113],{"plan":495,"price":498,"limit":2105,"cn_pay":1248,"note":2106},"25 credits\u002F月，Cascade 基础访问","比 Cursor Free 体感强",{"plan":509,"price":1552,"limit":2108,"cn_pay":2109,"note":2110},"500 credits\u002F月，多模型","⚠️ 需海外卡","比 Cursor 便宜 $5",{"plan":1563,"price":1566,"limit":2112,"cn_pay":1256,"note":1572},"更高 credit + SSO",{"plan":553,"price":1579,"limit":2114,"cn_pay":1248,"note":1267},"VPC \u002F 审计 \u002F SOC2","Free 25 credits \u002F Pro $15\u002Fmo 500 credits \u002F Team $30\u002Fseat","2026-06-18",[2118,2119,2120,2121],"cursor-deep-review","cursor-vs-windsurf-vs-trae","trae-deep-review","windsurf-deep-review",{"power":624,"ux":624,"price":618,"cn_support":612,"stability":618},{"title":1319,"description":2098},[2125,2127,2129,2132,2134,2136,2138],{"title":2126,"url":2060},"Windsurf 官方",{"title":2128,"url":1415},"Cascade 官方文档",{"title":2130,"url":2131},"Windsurf Review 2026 (vibecoding.app)","https:\u002F\u002Fvibecoding.app\u002Fblog\u002Fwindsurf-review",{"title":2133,"url":1437},"Windsurf 评测 - eesel AI",{"title":2135,"url":1606},"Windsurf Honest Assessment",{"title":2137,"url":1470},"PE Collective 2026 Review",{"title":2139,"url":2140},"Windsurf → Devin Desktop 更名 FAQ","https:\u002F\u002Fdevin.ai\u002F","tools\u002Fcoding\u002Fide\u002Fwindsurf","原 Windsurf，2026-06 更名 Devin Desktop，Cascade 退役、Devin Local 接棒",[2096,2144,2145,2146,2147],"agent","cascade","vscode-fork","codeium","已并入 Devin 生态。原 Cascade 已退役，接棒的 Devin Local（Rust 重写）更快更省且支持 ACP 跨 Agent；仍是免费档大方的 AI IDE，但需重新适应新品牌与新 Agent。","https:\u002F\u002Fdevin.ai","PLcBroQwXzh2jC1vPwSYV7jk-6ShxQnRnFlb_TdXF_E",1784565441986]