[{"data":1,"prerenderedAt":1212},["ShallowReactive",2],{"header-counts":3,"footer-counts":6,"compare-openhands-vs-roo-code":9,"compare-a-openhands":10,"compare-b-roo-code":583},{"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":9,"body":18,"category":513,"chinese_friendly":514,"cover":515,"description":516,"domestic":517,"extension":518,"faq":519,"free":517,"github":532,"languages":533,"lastVerified":9,"meta":536,"models":9,"navigation":537,"notSuitable":9,"opensource":537,"path":538,"pillar":539,"platforms":540,"priceTable":544,"pricing":553,"published":554,"relatedPlaybooks":555,"relatedReviews":9,"score":557,"self_host":537,"seo":559,"seoTitle":9,"slug":560,"sources":561,"stem":571,"suitable":9,"tagline":572,"tags":573,"updated":564,"verdict":580,"website":581,"__hash__":582},"tools\u002Ftools\u002Fcoding\u002Fagent\u002Fopenhands.md","OpenHands",[14,15,16,17],"coding\u002Fagent\u002Fdevin","coding\u002Fcli\u002Faider","coding\u002Fcli\u002Fcline","agent\u002Fgeneral\u002Fmanus",{"type":19,"value":20,"toc":498},"minimark",[21,26,35,38,41,44,69,72,104,108,164,167,171,176,197,202,222,225,254,257,368,371,411,415,432,435,464,467],[22,23,25],"h2",{"id":24},"tldr","TL;DR",[27,28,29,30,34],"p",{},"OpenHands（前 OpenDevin）是 MIT 开源的自主编程 Agent 平台，由 All Hands AI 主导，GitHub 40k+ stars。它的目标和 Devin 一致——给 AI 一个完整的开发者工具集（编辑器、shell、浏览器、API），让它能像人一样完成端到端开发任务。差异在于：",[31,32,33],"strong",{},"OpenHands 完全开源 + 多入口 + BYOK","，可以本地 docker 起一个、可以走免费 Cloud、可以企业自托管。",[27,36,37],{},"适合：合规 \u002F 隐私敏感场景、想用 Claude \u002F GPT \u002F 本地 Ollama 的人、嫌 Devin 贵且不能落地的人。不适合：想要开箱即用 SaaS 体验、不想碰 Docker \u002F yaml 的非技术用户。",[22,39,40],{"id":40},"它是什么",[27,42,43],{},"OpenHands 的核心是「Agent + 工具集」，工具集包括：",[45,46,47,51,54,57,60,63],"ul",{},[48,49,50],"li",{},"文件编辑（多文件 diff\u002Fedit）",[48,52,53],{},"shell command 执行（Docker sandbox 隔离）",[48,55,56],{},"浏览器自动化（点击、表单、截图）",[48,58,59],{},"API 调用 \u002F HTTP 请求",[48,61,62],{},"Git 仓库操作（clone、commit、PR）",[48,64,65,68],{},[31,66,67],{},"MCP 协议","：可挂载任意第三方 tool",[27,70,71],{},"四种使用入口：",[73,74,75,86,92,98],"ol",{},[48,76,77,80,81,85],{},[31,78,79],{},"OSS 自托管","：",[82,83,84],"code",{},"docker run"," 一行起，本地 Web GUI + CLI",[48,87,88,91],{},[31,89,90],{},"Individual Cloud","：openhands.dev 注册免费用，每天 10 会话",[48,93,94,97],{},[31,95,96],{},"Enterprise","：私有云 + 多用户 + RBAC + 集中 billing",[48,99,100,103],{},[31,101,102],{},"Cloud Agent SDK","：把 OpenHands 当 lib 嵌入自家产品",[22,105,107],{"id":106},"价格2026-06","价格（2026-06）",[109,110,111,127],"table",{},[112,113,114],"thead",{},[115,116,117,121,124],"tr",{},[118,119,120],"th",{},"Plan",[118,122,123],{},"价格",[118,125,126],{},"限制",[128,129,130,143,154],"tbody",{},[115,131,132,137,140],{},[133,134,135],"td",{},[31,136,79],{},[133,138,139],{},"$0",[133,141,142],{},"BYOK，单用户，自己付 LLM 费",[115,144,145,149,151],{},[133,146,147],{},[31,148,90],{},[133,150,139],{},[133,152,153],{},"每天 10 会话，BYOK 或 OpenHands at-cost LLM",[115,155,156,158,161],{},[133,157,96],{},[133,159,160],{},"Custom",[133,162,163],{},"多用户、SAML\u002FSSO、专属支持、Slack 频道",[27,165,166],{},"至今没有「Cloud Pro $X\u002F月」中间档——要么免费 BYOK，要么直接谈 Enterprise。BYOK 路线下，实际 LLM 成本主导：跑一个中等任务（5–10 步）约 $0.5–$2 Claude Sonnet token。",[22,168,170],{"id":169},"实测本地-docker-一周高强度试用","实测（本地 docker 一周高强度试用）",[27,172,173,80],{},[31,174,175],{},"好的地方",[45,177,178,185,188,191,194],{},[48,179,180,181,184],{},"起步快：",[82,182,183],{},"docker run -p 3000:3000 allhandsai\u002Fopenhands"," 三分钟到 Web UI",[48,186,187],{},"中文支持比 Devin 好——社区贡献了不少中文 prompt 案例",[48,189,190],{},"浏览器 use 能力扎实——能去 stackoverflow 搜错误后修代码",[48,192,193],{},"任务可视化：sandbox 里跑的每条命令、改的每个文件都有回放",[48,195,196],{},"BYOK 灵活：白天 Claude Sonnet 4，晚上 DeepSeek R1，省钱",[27,198,199,80],{},[31,200,201],{},"踩坑",[45,203,204,210,213,216,219],{},[48,205,206,209],{},[31,207,208],{},"自主性偶尔失控","：会陷入「装包失败 → 改 requirements → 再装 → 再失败」死循环，需要人工打断",[48,211,212],{},"长任务（>30 分钟）context window 会爆，需要把任务拆小",[48,214,215],{},"Windows 用户必走 WSL2 + Docker Desktop，原生 docker 不稳",[48,217,218],{},"GUI 体验不如 Cursor \u002F Devin 精致——是工程师工具，不是 PM 工具",[48,220,221],{},"沙箱占资源——idle 时也吃 1–2GB 内存",[22,223,224],{"id":224},"上手",[73,226,227,230,235,241,244,247],{},[48,228,229],{},"装 Docker（含 docker-in-docker 支持）",[48,231,232],{},[82,233,234],{},"docker pull docker.all-hands.dev\u002Fall-hands-ai\u002Fopenhands:latest",[48,236,237,238],{},"一行启动（官方推荐命令在 docs），打开 ",[82,239,240],{},"localhost:3000",[48,242,243],{},"选 LLM provider（Anthropic \u002F OpenAI \u002F Ollama \u002F 任意 OpenAI 兼容 endpoint）+ 填 API key",[48,245,246],{},"描述任务（中文 OK），Agent 在 sandbox 里跑给你看",[48,248,249,250,253],{},"进阶：编辑 ",[82,251,252],{},"config.toml"," 加 MCP server，或 fork 仓库改 microagent prompt",[22,255,256],{"id":256},"对比一览",[109,258,259,277],{},[112,260,261],{},[115,262,263,266,268,271,274],{},[118,264,265],{},"维度",[118,267,12],{},[118,269,270],{},"Devin",[118,272,273],{},"Aider",[118,275,276],{},"Manus",[128,278,279,295,308,323,340,353],{},[115,280,281,284,287,290,293],{},[133,282,283],{},"开源",[133,285,286],{},"✅ MIT",[133,288,289],{},"❌",[133,291,292],{},"✅",[133,294,289],{},[115,296,297,300,302,304,306],{},[133,298,299],{},"自托管",[133,301,292],{},[133,303,289],{},[133,305,292],{},[133,307,289],{},[115,309,310,313,315,318,320],{},[133,311,312],{},"起步价",[133,314,139],{},[133,316,317],{},"$20 + ACU",[133,319,139],{},[133,321,322],{},"$39\u002F月",[115,324,325,328,331,334,337],{},[133,326,327],{},"中文",[133,329,330],{},"4\u002F5",[133,332,333],{},"1\u002F5",[133,335,336],{},"3\u002F5",[133,338,339],{},"5\u002F5",[115,341,342,345,347,349,351],{},[133,343,344],{},"Browser use",[133,346,292],{},[133,348,292],{},[133,350,289],{},[133,352,292],{},[115,354,355,358,361,364,366],{},[133,356,357],{},"上手成本",[133,359,360],{},"中（需 Docker）",[133,362,363],{},"低",[133,365,363],{},[133,367,363],{},[22,369,370],{"id":370},"避坑",[45,372,373,379,385,399,405],{},[48,374,375,378],{},[31,376,377],{},"沙箱必启用","：直接给 OpenHands 你的家目录权限 = 自杀，永远走 docker-in-docker 隔离",[48,380,381,384],{},[31,382,383],{},"API key 限额要设","：BYOK 没有月度上限，Agent 一旦循环可能一夜烧掉 $100+，在 Anthropic \u002F OpenAI 控制台配 budget alert",[48,386,387,390,391,394,395,398],{},[31,388,389],{},"大仓库先 wiki","：让 OpenHands 跑一遍 ",[82,392,393],{},"summarize the repo","，把结果存到 ",[82,396,397],{},"microagents\u002F","，后续任务上下文更准",[48,400,401,404],{},[31,402,403],{},"MCP 来源审计","：开 MCP server 等于给 Agent 一把外部钥匙，第三方 server 先审代码",[48,406,407,410],{},[31,408,409],{},"不要给 production repo 直接权限","：先 fork \u002F 分支隔离，让 Agent 提 PR 而不是直接 push",[22,412,414],{"id":413},"适合-不适合","适合 \u002F 不适合",[45,416,417,420,423,426,429],{},[48,418,419],{},"✅ 中文 \u002F 国内场景（速度 + 隐私 + 成本三优）",[48,421,422],{},"✅ 合规 \u002F 私有云部署",[48,424,425],{},"✅ 想做企业内部 AI 开发平台的底座",[48,427,428],{},"❌ 不会 Docker \u002F 不愿读 yaml 的 PM \u002F 设计师",[48,430,431],{},"❌ 要 Devin 那种端到端体验（PR \u002F Slack \u002F Wiki 全自动）",[22,433,434],{"id":434},"相关阅读",[45,436,437,445,451,457],{},[48,438,439,444],{},[440,441,443],"a",{"href":442},"\u002Ftools\u002Fcoding\u002Fagent\u002Fdevin","Devin 评测","（闭源同类）",[48,446,447],{},[440,448,450],{"href":449},"\u002Ftools\u002Fcoding\u002Fcli\u002Faider","Aider 评测",[48,452,453],{},[440,454,456],{"href":455},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcline","Cline 评测",[48,458,459,463],{},[440,460,462],{"href":461},"\u002Ftools\u002Fagent\u002Fgeneral\u002Fmanus","Manus 评测","（国产 Cloud 替代）",[22,465,466],{"id":466},"来源",[73,468,469,477,484,491],{},[48,470,471,472],{},"OpenHands 官方 Pricing ",[440,473,474],{"href":474,"rel":475},"https:\u002F\u002Fwww.openhands.dev\u002Fpricing",[476],"nofollow",[48,478,479,480],{},"AISO Tools — OpenHands Pricing 2026（2026-06-21）",[440,481,482],{"href":482,"rel":483},"https:\u002F\u002Faisotools.com\u002Fpricing\u002Fopenhands",[476],[48,485,486,487],{},"AI Tool Finder — OpenHands Review 2026（2026-05-14）",[440,488,489],{"href":489,"rel":490},"https:\u002F\u002Faitoolfinder.org\u002Ftools\u002Fopenhands",[476],[48,492,493,494],{},"OSS-AI-SWE 项目目录 ",[440,495,496],{"href":496,"rel":497},"https:\u002F\u002Foss-ai-swe.org\u002Fopen-hands",[476],{"title":499,"searchDepth":500,"depth":500,"links":501},"",3,[502,504,505,506,507,508,509,510,511,512],{"id":24,"depth":503,"text":25},2,{"id":40,"depth":503,"text":40},{"id":106,"depth":503,"text":107},{"id":169,"depth":503,"text":170},{"id":224,"depth":503,"text":224},{"id":256,"depth":503,"text":256},{"id":370,"depth":503,"text":370},{"id":413,"depth":503,"text":414},{"id":434,"depth":503,"text":434},{"id":466,"depth":503,"text":466},"agent",4,"\u002Fimg\u002Ftools\u002Fopenhands.webp","OpenHands 真实评测：MIT 开源自主编程 Agent，前身 OpenDevin。可云端、本地 GUI、CLI、SDK 多种方式跑，BYOK 任意 LLM。Individual 免费、Enterprise 自托管多用户。40k+ GitHub stars。",false,"md",[520,523,526,529],{"q":521,"a":522},"OpenHands 和 OpenDevin 什么关系？","同一个项目。2024 年底从 OpenDevin 改名 OpenHands，由 All Hands AI 主导维护，社区贡献者来自学术界和工业界。",{"q":524,"a":525},"和 Devin 比能力差多少？","核心能力覆盖：plan、code、run command、browser use、MCP tool use 都有。差距主要在『一体化体验』——Devin 自带 Wiki\u002FSlack\u002FIDE，OpenHands 需要自己拼 Docker + GUI\u002FCLI；任务成功率两者接近，特定 benchmark（SWE-Bench）OpenHands 还领先过。",{"q":527,"a":528},"本地跑要什么配置？","Docker 必备（Linux\u002FmacOS\u002FWSL2），16GB 内存以上推荐，API key 可走 Anthropic Claude \u002F OpenAI GPT \u002F 本地 Ollama。沙箱用 docker-in-docker，CPU 占用偶发尖峰。",{"q":530,"a":531},"Individual Cloud 真的免费？","免费，但限制每天 10 会话；BYOK 自付模型 token，或用『OpenHands LLM provider』按 at-cost 转售价 PAYG（无加价）。","https:\u002F\u002Fgithub.com\u002FAll-Hands-AI\u002FOpenHands",[534,535],"zh","en",{},true,"\u002Ftools\u002Fcoding\u002Fagent\u002Fopenhands","coding",[541,542,543],"docker","cloud","cli",[545,548,550],{"plan":79,"price":139,"seats":546,"notes":547},"1","MIT，Docker 起，BYOK，单用户",{"plan":90,"price":139,"seats":546,"notes":549},"每日 10 会话上限，BYOK 或用 OpenHands LLM at-cost",{"plan":96,"price":160,"seats":551,"notes":552},"∞","自托管多用户、RBAC、SAML\u002FSSO、SLA、专属支持","OSS MIT 免费 \u002F Individual Cloud 免费 BYOK \u002F Enterprise 定制","2026-06-19",[556],"onboarding\u002Flegacy-codebase-onboarding",{"power":514,"ux":500,"price":558,"cn_support":514,"stability":500},5,{"title":12,"description":516},"coding\u002Fagent\u002Fopenhands",[562,565,567,569],{"name":563,"url":474,"accessed":564},"OpenHands 官方 pricing","2026-06-24",{"name":566,"url":482,"accessed":564},"AISO Tools — OpenHands Pricing 2026",{"name":568,"url":489,"accessed":564},"AI Tool Finder — OpenHands Review 2026",{"name":570,"url":496,"accessed":564},"OSS-AI-SWE — OpenHands intro","tools\u002Fcoding\u002Fagent\u002Fopenhands","开源自主编程 Agent（前 OpenDevin），MIT 许可，多入口（Cloud\u002FCLI\u002FLocal\u002FSDK）",[513,574,575,576,577,578,579],"autonomous","opensource","mit","sandbox","mcp","byok","想要 Devin 能力又不想为 ACU 付费 + 担心代码出境的人选 OpenHands。MIT 开源 + Docker 自托管 + BYOK 任意 LLM，是企业级自主 Agent 的开源旗手。","https:\u002F\u002Fwww.openhands.dev","gZmwQTLYHckBs5rjfveRP-DV7kguELQKuxWszO6Zlhw",{"id":584,"title":585,"alternatives":586,"api_compatible":9,"body":589,"category":543,"chinese_friendly":500,"cover":1150,"description":1151,"domestic":517,"extension":518,"faq":1152,"free":517,"github":9,"languages":1165,"lastVerified":9,"meta":1166,"models":9,"navigation":537,"notSuitable":9,"opensource":537,"path":1167,"pillar":539,"platforms":1168,"priceTable":1170,"pricing":1186,"published":554,"relatedPlaybooks":1187,"relatedReviews":9,"score":1189,"self_host":537,"seo":1190,"seoTitle":9,"slug":1191,"sources":1192,"stem":1203,"suitable":9,"tagline":1204,"tags":1205,"updated":564,"verdict":1209,"website":1210,"__hash__":1211},"tools\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code.md","Roo Code",[16,587,560,588],"coding\u002Fagent\u002Fcontinue","coding\u002Fide\u002Fcursor",{"type":19,"value":590,"toc":1138},[591,593,596,599,602,672,674,699,705,709,714,737,742,765,767,796,799,988,990,1042,1044,1073,1075,1099,1101],[22,592,25],{"id":24},[27,594,595],{},"Roo Code 是 Cline 早期 fork 出来走 power-user 路线的 VS Code 智能体——Apache 2.0 + BYOK + 每周多次发布 + 多模式（Code \u002F Architect \u002F Ask \u002F Debug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes + Auto-Approve。GitHub 23.8K Star、1.55M VS Code 安装、300+ 活跃贡献者。OSS 完全免费（你自付 LLM tokens），Cloud Team $99\u002F月 加团队策略 + remote agents。",[27,597,598],{},"适合：想要 Cursor-style 自治 + 完全透明 + 无供应商锁定的 solo \u002F 小团队；多步重构 \u002F 多文件改动用 Boomerang Tasks 混合模型省 token；偏好开源 + 本地 Ollama 隐私。不适合：要严格 human-in-the-loop（Cline 的 Plan\u002FAct 更稳）；要 JetBrains 原生（Cline 有，Roo 只有实验桥接）；不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot 更省心）。",[22,600,601],{"id":601},"核心能力",[45,603,604,610,616,622,628,634,640,646,652,660,666],{},[48,605,606,609],{},[31,607,608],{},"Agentic Loop","：Thought → Plan → Act → Observe 递归循环，错了自动读 stderr + 重试",[48,611,612,615],{},[31,613,614],{},"多模式","：Code（写代码）\u002F Architect（设计）\u002F Ask（解释）\u002F Debug（修问题），可在 sub-task 切换",[48,617,618,621],{},[31,619,620],{},"Boomerang Tasks","：主任务派发 sub-task 到不同 mode + 不同模型，并行 \u002F 串行混合",[48,623,624,627],{},[31,625,626],{},"Custom Modes","：自定义 system prompt + 工具集 + 模型，团队级共享",[48,629,630,633],{},[31,631,632],{},"Auto-Approve","：连续执行不打断（高风险 → 配白名单）",[48,635,636,639],{},[31,637,638],{},"BYOK","：Anthropic \u002F OpenAI \u002F Google \u002F DeepSeek \u002F xAI \u002F Mistral \u002F OpenRouter \u002F Ollama 本地",[48,641,642,645],{},[31,643,644],{},"完整透明","：每步 prompt \u002F cost \u002F context usage 可见",[48,647,648,651],{},[31,649,650],{},"MCP 支持","：继承 Cline MCP 协议，工具 \u002F 数据源 \u002F 自定义服务器",[48,653,654,659],{},[31,655,656],{},[82,657,658],{},".rooignore","：限制 AI 可见文件，敏感目录可排除",[48,661,662,665],{},[31,663,664],{},"本地优先","：Ollama \u002F vLLM 局域网模型，air-gapped 可用",[48,667,668,671],{},[31,669,670],{},"Cloud","：task 存储 + 协作 + remote agent + 团队策略",[22,673,123],{"id":123},[45,675,676,682,688,694],{},[48,677,678,681],{},[31,679,680],{},"OSS","：$0（Apache 2.0）；你自付 LLM API",[48,683,684,687],{},[31,685,686],{},"Cloud Free","：$0 + 云端基础",[48,689,690,693],{},[31,691,692],{},"Cloud Team","：$99\u002F月 + remote agents + 团队治理",[48,695,696,698],{},[31,697,96],{},"：Custom + SSO + 审计 + 私有部署",[700,701,702],"blockquote",{},[27,703,704],{},"实际成本 = 0（OSS）+ LLM 调用费。Boomerang 混合模型策略下，月度账单可比单跑 Claude Opus 省 50–70%。",[22,706,708],{"id":707},"实测solo-5-人小团队-typescript-全栈","实测（solo + 5 人小团队 \u002F TypeScript 全栈）",[27,710,711],{},[31,712,713],{},"亮点：",[45,715,716,719,722,725,731,734],{},[48,717,718],{},"每周多次发布，新特性来得快，社区驱动感强",[48,720,721],{},"Boomerang Tasks 重构整目录时效率拉满：Architect Opus 出方案 → Code DeepSeek 实现 → Debug Sonnet 验",[48,723,724],{},"自定义 Modes 把团队风格固化，新人接手新仓库 30 分钟上手",[48,726,727,728,730],{},"Auto-Approve + ",[82,729,658],{}," 配好后 80% 任务零打断",[48,732,733],{},"BYOK 透明度极高：每个 prompt \u002F cost \u002F context 都可看，比 Cursor 黑盒强",[48,735,736],{},"Ollama + Qwen2.5 Coder 本地跑离线场景 OK",[27,738,739],{},[31,740,741],{},"踩坑：",[45,743,744,747,750,753,756,759,762],{},[48,745,746],{},"每周快速发布 = 偶发回归，生产仓库别盲跟 latest",[48,748,749],{},"Auto-Approve 不配白名单可能误删 \u002F 误覆盖（必须先 commit）",[48,751,752],{},"多模式切换初学者会 confused，文档要花时间读",[48,754,755],{},"JetBrains 只有实验桥接（要 JetBrains 原生用 Cline）",[48,757,758],{},"模型 BYOK 配置门槛比 Cursor 高",[48,760,761],{},"Boomerang 并行多 sub-agent 时 token 烧得快，要监控",[48,763,764],{},"中文 prompt 表现尚可但 system prompt 仍英文最佳",[22,766,224],{"id":224},[73,768,769,775,778,781,787,793],{},[48,770,771,772,774],{},"VS Code → Extensions → 搜 ",[82,773,585],{}," 安装",[48,776,777],{},"设置 → Provider → 添加 Anthropic \u002F OpenAI \u002F Google \u002F OpenRouter \u002F Ollama API Key",[48,779,780],{},"选默认 Mode（Code）→ 在侧边栏对话框写需求",[48,782,783,784,786],{},"启用 Auto-Approve（先 commit！）+ 配 ",[82,785,658],{}," 限制范围",[48,788,789,790],{},"多步任务用 Boomerang：在 prompt 写 ",[82,791,792],{},"start a subtask in architect mode to plan, then code mode to implement",[48,794,795],{},"团队：上 Cloud Team → 共享 Custom Modes + remote agents",[22,797,798],{"id":798},"对比",[109,800,801,818],{},[112,802,803],{},[115,804,805,807,809,812,815],{},[118,806,265],{},[118,808,585],{},[118,810,811],{},"Cline",[118,813,814],{},"Cursor",[118,816,817],{},"Continue",[128,819,820,835,852,868,885,900,915,930,946,959,973],{},[115,821,822,825,828,830,833],{},[133,823,824],{},"协议",[133,826,827],{},"Apache 2.0",[133,829,827],{},[133,831,832],{},"商业",[133,834,827],{},[115,836,837,840,843,846,849],{},[133,838,839],{},"GitHub Star",[133,841,842],{},"23.8K",[133,844,845],{},"57.9K",[133,847,848],{},"–",[133,850,851],{},"19K+",[115,853,854,857,860,863,865],{},[133,855,856],{},"安装量",[133,858,859],{},"1.55M VS Code",[133,861,862],{},"4M+ VS+JB",[133,864,848],{},[133,866,867],{},"高",[115,869,870,873,876,879,882],{},[133,871,872],{},"架构",[133,874,875],{},"多模式 + Boomerang",[133,877,878],{},"Plan\u002FAct 两阶段",[133,880,881],{},"内置 IDE",[133,883,884],{},"Chat + Edit",[115,886,887,890,893,895,898],{},[133,888,889],{},"多 agent",[133,891,892],{},"✅ Boomerang",[133,894,289],{},[133,896,897],{},"✅ Composer",[133,899,289],{},[115,901,902,905,907,909,912],{},[133,903,904],{},"自定义 Modes",[133,906,292],{},[133,908,289],{},[133,910,911],{},"Cursor Rules",[133,913,914],{},"Slash Commands",[115,916,917,920,923,926,928],{},[133,918,919],{},"JetBrains",[133,921,922],{},"实验桥接",[133,924,925],{},"✅ 原生",[133,927,289],{},[133,929,292],{},[115,931,932,935,938,941,944],{},[133,933,934],{},"发布节奏",[133,936,937],{},"每周多次",[133,939,940],{},"月级稳定",[133,942,943],{},"月级",[133,945,943],{},[115,947,948,950,952,955,957],{},[133,949,632],{},[133,951,292],{},[133,953,954],{},"可选",[133,956,292],{},[133,958,848],{},[115,960,961,963,966,968,971],{},[133,962,638],{},[133,964,965],{},"✅ 完全",[133,967,965],{},[133,969,970],{},"部分",[133,972,292],{},[115,974,975,978,981,984,986],{},[133,976,977],{},"MCP",[133,979,980],{},"✅ 继承",[133,982,983],{},"✅ 一等",[133,985,292],{},[133,987,292],{},[22,989,370],{"id":370},[45,991,992,998,1006,1012,1018,1024,1030,1036],{},[48,993,994,997],{},[31,995,996],{},"快速发布回归风险","：生产仓库别用 latest，pin 一个稳定版本季度升级",[48,999,1000,80,1003,1005],{},[31,1001,1002],{},"Auto-Approve 必白名单",[82,1004,658],{}," + git clean 状态 + commit 习惯 = 三道防线",[48,1007,1008,1011],{},[31,1009,1010],{},"Boomerang token 失控","：sub-agent 并行烧得快，月预算告警",[48,1013,1014,1017],{},[31,1015,1016],{},"多模式学习成本","：先用 Code 一种跑顺再加 Architect\u002FDebug",[48,1019,1020,1023],{},[31,1021,1022],{},"MCP 服务器质量参差","：装第三方 server 看 review + 沙盒",[48,1025,1026,1029],{},[31,1027,1028],{},"shell 工具权限","：危险命令（rm -rf \u002F dd）要在 settings 里拉黑",[48,1031,1032,1035],{},[31,1033,1034],{},"JetBrains 用户","：要原生体验请走 Cline；实验桥接稳定性还在演进",[48,1037,1038,1041],{},[31,1039,1040],{},"中文场景","：system prompt + custom modes 用英文写效果最好",[22,1043,414],{"id":413},[45,1045,1046,1049,1052,1055,1058,1061,1064,1067,1070],{},[48,1047,1048],{},"✅ Power user \u002F 想跟最新特性的开发者",[48,1050,1051],{},"✅ solo \u002F 小团队 + 多模型混合 + 省 token",[48,1053,1054],{},"✅ 多步重构 \u002F 多文件改动（Boomerang）",[48,1056,1057],{},"✅ 完全透明 + 无供应商锁定",[48,1059,1060],{},"✅ Ollama 本地 \u002F air-gapped 场景",[48,1062,1063],{},"❌ 严格 human-in-the-loop \u002F 受监管行业（Cline）",[48,1065,1066],{},"❌ JetBrains 原生需求（Cline）",[48,1068,1069],{},"❌ 不想配模型 \u002F 不想看 prompt（Cursor \u002F Copilot）",[48,1071,1072],{},"❌ 完全稳定 LTS 需求（每周快速发布）",[22,1074,434],{"id":434},[45,1076,1077,1081,1087,1093],{},[48,1078,1079],{},[440,1080,456],{"href":455},[48,1082,1083],{},[440,1084,1086],{"href":1085},"\u002Ftools\u002Fcoding\u002Fcli\u002Fcontinue","Continue 评测",[48,1088,1089],{},[440,1090,1092],{"href":1091},"\u002Ftools\u002Fcoding\u002Fcli\u002Fopenhands","OpenHands 评测",[48,1094,1095],{},[440,1096,1098],{"href":1097},"\u002Ftools\u002Fcoding\u002Fide\u002Fcursor","Cursor 评测",[22,1100,466],{"id":466},[73,1102,1103,1110,1117,1124,1131],{},[48,1104,1105,1106],{},"DevRadar — Roo Code Review 2026（BYOK \u002F Agentic Loop \u002F 模型矩阵）",[440,1107,1108],{"href":1108,"rel":1109},"https:\u002F\u002Fdevradar-dev.github.io\u002Fopen-research\u002Fai-tools\u002Froo-code",[476],[48,1111,1112,1113],{},"RockB — Cline vs Roo Code 2026（Star \u002F 安装 \u002F 多模式架构）",[440,1114,1115],{"href":1115,"rel":1116},"https:\u002F\u002Fbaeseokjae.github.io\u002Fposts\u002Fcline-vs-roo-code-2026",[476],[48,1118,1119,1120],{},"Serenities AI — Roo Code vs Cline 2026（社区 vs 产品路线）",[440,1121,1122],{"href":1122,"rel":1123},"https:\u002F\u002Fserenitiesai.com\u002Farticles\u002Froo-code-vs-cline-ai-coding-2026",[476],[48,1125,1126,1127],{},"Qodo Blog — Roo Code vs Cline（企业治理视角）",[440,1128,1129],{"href":1129,"rel":1130},"https:\u002F\u002Fwww.qodo.ai\u002Fblog\u002Froo-code-vs-cline",[476],[48,1132,1133,1134],{},"LLMReference — Roo Code Model Compatibility Matrix ",[440,1135,1136],{"href":1136,"rel":1137},"https:\u002F\u002Fwww.llmreference.com\u002Fagents\u002Froo-code",[476],{"title":499,"searchDepth":500,"depth":500,"links":1139},[1140,1141,1142,1143,1144,1145,1146,1147,1148,1149],{"id":24,"depth":503,"text":25},{"id":601,"depth":503,"text":601},{"id":123,"depth":503,"text":123},{"id":707,"depth":503,"text":708},{"id":224,"depth":503,"text":224},{"id":798,"depth":503,"text":798},{"id":370,"depth":503,"text":370},{"id":413,"depth":503,"text":414},{"id":434,"depth":503,"text":434},{"id":466,"depth":503,"text":466},"\u002Fimg\u002Ftools\u002Froo-code.webp","Roo Code 真实评测：从 Cline fork 出来的 power-user 路线 VS Code AI 智能体（Apache 2.0、TypeScript）。多模式（Code\u002FArchitect\u002FAsk\u002FDebug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes + Auto-Approve + BYOK（Claude \u002F GPT \u002F Gemini \u002F DeepSeek \u002F Ollama）。GitHub 23.8K Star、1.55M VS Code 安装，2026-03 300+ active 贡献者。Cloud Free \u002F Team $99\u002F月 加云端 + 团队策略。",[1153,1156,1159,1162],{"q":1154,"a":1155},"Roo Code 和 Cline 的核心区别？","都是 Apache 2.0 BYOK VS Code 智能体，Roo Code 是 Cline 早期 fork。Cline 走 Plan\u002FAct 两阶段 + step-by-step approval，规模 57.9K Star \u002F 4M+ 安装（含 JetBrains 原生）。Roo Code 走多模式（Code\u002FArchitect\u002FAsk\u002FDebug）+ Boomerang Tasks 并行 sub-agent + 自定义 Modes，每周多次发布，规模 23.8K Star \u002F 1.55M VS Code 安装、JetBrains 实验桥接。受监管 \u002F 强人审批用 Cline；solo \u002F 小团队 + 想跑并行多步走 Roo。",{"q":1157,"a":1158},"Boomerang Tasks 是什么？","Roo Code 的多 agent orchestration：主任务可派发 sub-task 到不同 mode（如 Architect 设计 → Code 实现 → Debug 验证），每个 sub-task 用不同模型（贵模型规划 + 便宜模型实现），结果回传主任务。在重构 \u002F 多文件改动里能把 Claude Opus + DeepSeek 混搭省 60% token 成本。",{"q":1160,"a":1161},"BYOK 支持哪些模型？","Anthropic（Claude Sonnet\u002FOpus 4.6，1M context via Vertex）、OpenAI（GPT-5.4 \u002F o1 \u002F Codex Max）、Google（Gemini 2.5 Pro \u002F Flash，2M context）、DeepSeek（V4 Pro \u002F R1，1M context）、本地 Ollama（Llama 3 \u002F Qwen 2.5）、xAI \u002F Mistral \u002F Groq \u002F OpenRouter 聚合。完全 BYOK，零供应商锁定。",{"q":1163,"a":1164},"Auto-Approve 安全吗？","Auto-Approve 让 Roo 不停人手批准连续执行——效率高但有 prompt injection \u002F 误删风险。建议：(1) 只在 git 工作区干净时开；(2) 限制文件 \u002F 命令白名单（`.rooignore` + Auto-Approve 规则）；(3) 不要给 shell 全自动权限；(4) 用前先 commit。受监管 \u002F 生产代码强烈建议保持手动审批。",[535,534],{},"\u002Ftools\u002Fcoding\u002Fcli\u002Froo-code",[1169,542],"vscode",[1171,1176,1179,1183],{"plan":1172,"price":1173,"features":1174,"notes":1175},"Roo Code OSS","$0（Apache 2.0）","VS Code 扩展 + 多模式 + 自定义 Modes + Boomerang Tasks + Auto-Approve + BYOK + Ollama 本地","你自付 LLM API tokens",{"plan":686,"price":139,"features":1177,"notes":1178},"云端 task 存储 + 协作基础 + remote agent 入门","试水云端能力",{"plan":692,"price":1180,"features":1181,"notes":1182},"$99\u002F月","团队策略 + remote agents + 跨成员共享 modes + 治理","5+ 人小团队",{"plan":96,"price":160,"features":1184,"notes":1185},"SSO\u002FSAML + 审计 + 私有部署 + SLA","联系销售","Apache 2.0 OSS 免费（自付 LLM tokens）+ Cloud Free \u002F Team $99\u002F月 \u002F Enterprise 定制",[1188],"onboarding\u002Fcline-getting-started",{"power":558,"ux":514,"price":558,"cn_support":500,"stability":514},{"title":585,"description":1151},"coding\u002Fcli\u002Froo-code",[1193,1195,1197,1199,1201],{"name":1194,"url":1108,"accessed":564},"DevRadar — Roo Code Review 2026 (BYOK \u002F Agentic Loop)",{"name":1196,"url":1115,"accessed":564},"RockB — Cline vs Roo Code 2026 (架构 \u002F Stars \u002F 多模式)",{"name":1198,"url":1122,"accessed":564},"Serenities AI — Roo Code vs Cline 2026",{"name":1200,"url":1129,"accessed":564},"Qodo Blog — Roo Code vs Cline (企业治理对比)",{"name":1202,"url":1136,"accessed":564},"LLMReference — Roo Code Model Compatibility","tools\u002Fcoding\u002Fcli\u002Froo-code","Cline fork 的 power user VS Code 智能体——多模式 + Boomerang Tasks + BYOK，每周多次发布",[1169,513,579,575,1206,578,1207,1208],"apache2","multi-agent","fork","想要 Cline 的开源透明 + 更激进新特性的 power user 首选。要严格 human-in-the-loop + JetBrains 走 Cline；要团队策略 + 云端协作走 Roo Cloud Team；要纯 IDE 集成 + 不折腾走 Cursor \u002F Copilot。","https:\u002F\u002Froocode.com","1uLWBseaC0GJ5BpO_zm5PAIbCgWdge2XxphcIOhprZY",1784565441701]