软件开发步入“黑盒”时代？GitHub前掌门人：未来没人会去查阅AI写的代码

华尔街见闻02-11

随着人工智能编程能力的指数级进化，软件开发行业正站在一个彻底重塑的临界点：人类程序员可能不再直接审阅计算机代码，而是将这一繁重工作完全让渡给AI。 GitHub前首席执行官Thomas Dohmke正在押注这一未来图景，他创立的新公司Entire致力于为这个“人类无需看代码”的新时代提供基础设施，并于周二宣布在种子轮融资中获得6000万美元，估值达到3亿美元。这一愿景并非空穴来风，行业先驱已经...

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Former head of GitHub: No one will consult the code written by AI in the future","themeId":null,"isJumpTheme":false,"ttsUrl":null,"symbols_score_info":{"AI":1.88,"MSFL":0.6,"MSFD":0.6,"MSFT":1.86,"MSFU":0.6,"MSFW":0.6,"5RE.SI":0.71,"MSFO":0.6,"MSFY":0.6,"MSFX":0.6},"content_text":"随着人工智能编程能力的指数级进化，软件开发行业正站在一个彻底重塑的临界点：人类程序员可能不再直接审阅计算机代码，而是将这一繁重工作完全让渡给AI。\nGitHub前首席执行官Thomas Dohmke正在押注这一未来图景，他创立的新公司Entire致力于为这个“人类无需看代码”的新时代提供基础设施，并于周二宣布在种子轮融资中获得6000万美元，估值达到3亿美元。\n这一愿景并非空穴来风，行业先驱已经开始实践。OpenClaw的创造者Peter Steinberger最近发表声明称，他甚至不再查看其用来构建该AI智能体的大部分AI生成代码。这种趋势正在促使从个人开发者到大型企业的开发模式发生根本性转变，也催生了对全新监管与监控工具的迫切需求。\n在这一背景下，Thomas Dohmke创立的Entire应运而生，是为重新构想软件开发全流程。该公司的核心价值主张在于，即便人类不再逐行审查代码，企业仍需通过工具理解AI编程智能体的行为路径。本轮融资由Felicis领投，值得注意的是，Dohmke的前东家、GitHub的所有者微软也参与了投资，显示出科技巨头对这一转型方向的认可。\n然而，这种“放手”模式对企业合规构成了严峻挑战。Dohmke警告称，虽然不看代码开发应用已成为技术上的选项，但在安全与合规层面，没有任何公司能承担发布“无人查阅代码”的风险，这可能引发严重的法律赔偿问题。Entire正是试图在AI自主编程的高效与企业必须的透明度之间架起桥梁。\n解码“黑盒”：无需读码的监控方案\nEntire的产品逻辑旨在解决AI编程带来的“黑盒”焦虑。Dohmke指出，虽然像Steinberger这样的个人开发者可以放手让AI处理繁重的编码工作而不进行审查，但大型企业无法承担这种完全“撒手不管”的策略。Entire的目标是开发出一套工具，让人们无需亲自深入代码本身，就能理解AI编程智能体的活动。\n作为这一战略的首步，Entire于周二发布了首款产品——开源工具Checkpoints。该工具能够连接到开发者的命令行界面（即开发者向AI智能体发出编写代码指令的窗口），实时记录AI智能体的操作日志。这不仅包括AI采取的具体行动，还囊括了其逐步的“思维”过程。\n这种机制允许人类通过Checkpoints工具获取关于AI生成应用程序运行状况的信息，或者在出现潜在问题时进行修复。目前，Entire已支持Anthropic的Claude Code以及谷歌的Gemini CLI（允许开发者向Gemini模型发出编码指令的接口），并计划未来增加对其他编程智能体的支持。与Anthropic等专注于辅助自家专有智能体的开发商不同，Checkpoints旨在监控开发者使用的来自不同制造商的多种AI智能体。\nAgentOps（智能体运营）赛道升温：巨头与初创公司竞逐\nEntire的成立标志着“AgentOps（智能体运营，一套专为‌自主AI智能体‌设计的全生命周期管理框架）”这一新兴领域的竞争正在加剧。该类别涵盖了观察或监控AI智能体行为的初创公司及云服务。近期，已有多家软件提供商发布了类似产品，是为帮助企业更轻松地追踪自主AI系统在其应用程序中的行为轨迹。\n市场竞争格局正在迅速形成。包括微软和OpenAI在内的行业巨头正在积极推广新的智能体监控产品，试图在这个快速增长的市场中占据一席之地。Entire选择了一条开源软件公司验证过的商业路径：先推出开源工具，并计划在未来几个月内增加云托管版本的订阅服务。\n从微软高管到创业者：押注开发工具变革\nDohmke的创业灵感源于对行业趋势的敏锐洞察。据他向媒体透露，去年夏天，在目睹GitHub的AI编码工具势头强劲时，他萌生了创立Entire的想法。在与微软首席执行官Satya Nadella及其他高管交流过这一想法后，Dohmke决定全身心投入产品开发，并于8月离开微软创立了新公司。\n“软件开发和开发工具的世界即将发生剧烈变化，”Dohmke表示，“这是一个太令人兴奋的机会，我不容错过。”这一表态不仅解释了他离职创业的动机，也预示着软件工程领域即将迎来的范式转移。","kind":"highlight","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"symbols":[],"gpt_button":1,"need_auth":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":false,"tenantId":"TBCN","deviceId":"web-server-community-laohu8-v3","version":"4.36.2","shortVersion":"4.36.2","platform":"web","vendor":"web","appName":"laohu8","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2610989615","isCrawlerRequest":true}