{
  "text": "OpenAI發布全新的旗艦模型GPT 5.6Soul,Codex也立刻用上了。\n这次真正值得注意的是什么?\n其实除了5.6Soul到底有多好用,这支影片还要告诉你OpenAI怎么刚把Codex大改一轮,两个月内出了超过150项更新。\n这次真正的转变,是Codex开始自己动手,自己会把一个大任务拆给好几个分身平行座,自己开浏览器点画面,甚至自己管理自己的任务清单。\nCodex还是那个你叫它写程式的工具,但也已经变成一个会自己安排工作的执行者。\n我挑出六件真的会改变你工作方式的功能\n还有一个官方只讲了一句\n但你一定会付的代价\n先讲一个最容易被跳过的前提\nCodex现在住在ChatGPT里面\n官方更新记录写得很清楚\n7月9号\nCodex正式并进ChatGPT桌面板\nMac和Windows都有\n原本的专案\n设定和工作流都会保留\n它在里面有自己的空间\n旁边是一个新的Work Agent\n这看起来只是搬家\n却决定了后面所有功能的长相\nCodex不再是给工程师的独立产品线\n而是ChatGPT底下的一个工作面向\n官方说每周有600万人在用\n这是他们自己给的数字\n目前没有公开资料可以佐证\n第一件事是脑子换了\n新的旗舰模型叫GPT 5.6 Soul\n官方说它可以长时间啃难题\n但真正要注意的是它旁边那个Ultra\n在官方文件里\nUltra是推理等级选单的最高一档\n说明只有一行\n最大推理力度\n加上自动分排任务\n这行字很关键\n因为它把两件事绑在一起了\nUltra不只是想得更久\n他还会主动把工作拆出去\n所以你会看到\nCodex不用你开口\n就自己把一个任务\n分给好几个subagents平行做\n你可以个别追踪\n也可以打开面板\n看整组一起工作\n这里就要讲那个代价了\n更大的思考预算不是免费的\n想得越久\n拆得越多\nToken就烧得越快\n这不是我推测\n官方文件自己写\nsubagent的工作流\n会比单一agent消耗更多token\n更新记录里甚至加了一条\n选ultra\n又让多个agent同时跑的时候\n会跳出警告提醒你用量会冲很快\n这一点\nOpenAI在示范的时候自己也讲白了\n开启这 panel\n然后看到整个团队一起工作\n一项目\n然后现在在这一项目移动\n第二件事\n是他开始自己动画鼠\n影片中示范的\nOpenAI开发者体验负责人\nRomaine Hute说\n这可能是整轮更新里\n他个人最期待大家体验的功能\n关键字叫AppShot\n你可以先把它想成截图\n但它比截图多一层东西\nAppShot会把最前面那个视窗的画面\n加上那个App能提供的文字\n一起送出去\n连你卷动范围之外\n萤幕上根本看不到的文字\n都拿得到\n所以这里的差别是\n截图只有像素\nAppShot多了一层结构化的文字\n它不只看到画面长什么样\n还读得到画面背后的内容\n怎么触发\n在Mac上按下左右两个command键就好\n而且只有MacOS桌面板支援\n这点要翻官方文件才查得到\n拿到AppShot之后\nCodex就能自己操作那个模拟器\n画面上游标自己在移动\n自己点来点去\n没有人在碰滑鼠\n更关键的是\n这一切都在背景跑\n你可以继续用你的电脑做别的事\n过去AI操作电脑最恼人的\n就是它会占住你的滑鼠键盘\n这一点被截掉了\n看看这个\n这是我的拇指\n是Codex在转向\n在背景中\n我可以继续用我的手机\n那不错\n这解掉的是一个很真实的痛点\n你看得出哪里怪\n但你讲不清楚它在哪\n另一半是给看得懂程式码的人\n切到DIF检视\n如果你知道自己要什么\n可以直接精准地改一行\n如果只知道想要什么行为\n不确定该怎么改\n就把它丢回给Codex\n接下来这段\n看他怎么在同一个地方\n无缝切换这两种做法\nI can also switch into the DIF view\nI've always been able to inspect the DIF here\nBut now I can go further\nand make precise edits directly in line\n所以如果我知道我 exactly what I want\n我可以改变的练习\n我自己的练习\n就像这样\n或如果我知道我希望的行为\n但我不确定\n那种练习的练习\n我可以从那里来求\nCodex工作\n有时候我会工作\n视频\n有时候我会工作\n直接进练习\n然后它会比较近\n跟模式的练习\n第四件事\n是东西做完了\n要怎么让别人用到\n这是Size要解的问题\n你只要说一句\n把这个发布到Size\n它就上线了\n不过这里要修正一句话\nOpenAI说Sites上个月只给企业版\n现在开放所有人\n但官方文件上写的是Public Beta\n而且明讲能不能用\n要看你的方案\n你的地区和工作区设定\n这两个说法对不上\n所以先别预设你打开就用\nPublic Beta这四个字本身就是提醒\n换句话说\n拿它做个原型\n做个内部小工具很好\n但要不要把已经有人在用的正式东西搬上去\n现阶段还不好说\n昨天月份,我们介绍了室室,所以 teams可以建设室,和分享它们的内容。\n现在室室是全室,而它仍然是任何网址你建设室。\n我可以直接说,导致室室。\n它有室内,链接,链接,运动,运动,运动,运动,都在建设室。\n所以我可以从一个真正的佛工程中,\n无论论均匀或训练\n然后现在的标志\n是现在的标志\n都有自己独立的工作副本\n改动互不干扰\n你不用担心A的修改\n会不小心动到B\n而且这些任务之间\n还可以互相引用\n注意这里发生的是\n拆解\n排优先序\n开分支\n这些原本是人的工作\n现在被交出去了\n这也是为什么真正的主线\n不是模型变强\n而是角色变了\n另外还有一个很实用的细节\n工作不一定要从Codex开始\n你在ChatGPT里讨论过的想法\n或用Deep Research查过的东西\n可以直接at那段对话\n把整包context带进codex\n不用再复制贴上\nYou know that codex can also help you manage its own codex tasks\nThis is super useful when I have several independent pieces of work\nthat I want to get organized and moving\nCheck out this one\nFind 5 bugs from linear\nCreate a separate task and isolated work tree for each one\nAnd pin the most critical ones\n我需要有幾個獨立的工作, 要把工作的組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織\n手机版补了一批升级\n在手机上管理任务\n审查变更\n比较branch\n接下来这段一次演完\n我只补一句最反直觉的\n手机可以直接连上SSH Host\n像你的Devbox\n从手机就开新任务\n方便归方便\n权限要开多大\n值得你自己先想清楚\n有三个东西\n我希望你尝试\n第一\n你可以选择\n搜索\n开放\n管理任务\n直接从一个谈论\n上你的电话\n第二\n第二,计划的改变更好\n我可以选择和选择和选择\n或直接交叉择和选择\n第三,我可以直接接到一个 SSH 主持人\n像一个电视箱\n和从电视箱开始新的工作\n有很多多\n但我爱上我可以在电视箱\n从电视箱开始,\n然后在电视箱里,\n这不错吗?\n最后一块是把整条开发流程收完\nPoor Request现在不用离开App就能处理\n而且是带着脉络的\nCodex知道每个任务跑在哪个Branch上\n那个Branch一有开着的PR\n摘要面板就自动把它浮出来\n你可以在里面追踪\n处理问题\n确认没事就merge\n检查失败的时候\n直接请它带着完整脉络去修\n新的Poor Request分页\n可以逐项看每一处改动\n留inline comment\n做完整的review\n也可以把自己的PR标成ready\n然后merge\n这代表从写程式\n跑检查\nreview到merge\n整条loop都收进同一个地方了\n你不用再跳去github.com\n但这里有个问题值得放在心上\n当写的是它\n修的是它\nreview的界面也是它\n那谁在为这次合并负责\n工具把摩擦拿掉了\n责任不会跟着被拿掉\n另外这段示范从头到尾只提到github.com\n其他github平台有没有同样待遇\n就得自己去确认了\nCodex now makes it easier to work with pull requests\nwithout leaving the app\nIt does this in context\n它知道哪一項 branch\n每項 task是在工作\n所以當那項 branch\n有開啟的研究\n它會有一個項目的研究\n它會有一個項目的\n我可以追求所有的事情\n和回應所有問題\n和回應所有事情\n都會看得到\n如果一個項目失去\n或是一個項目的\n我可以請 Codex\n去解決它\n在這裡\n全體的概念\n這新的項目\n提供我\n讓我每個個改變\n我可以留在內\n可項目\ncomplete a full review\n我可以尋找我的\nP.R.s as ready and merge them\nAll of this within Codex\nWithout having to go to github.com\nSo I can stay in the flow\n回到开头那个问题\n把这六件事排在一起看\n方向其实很清楚\n拆工作\n开分支\n操作画面\n管任务\n处理P.R.\n这些原本都是人的判断\n现在一件一件被交出去了\n所以\nCodex已经不只是那个\n你叫它写程式的工具\n它更像一个\n会自己安排工作的执行者\n至于代价\n官方只讲了一句\nUltra会更快吃掉你的token\n而真正需要你自己决定的\n是把多少判断交出去\n以及交出去之后\n谁还在看",
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    {
      "start": 0.0,
      "end": 4.6,
      "text": "OpenAI發布全新的旗艦模型GPT 5.6Soul,Codex也立刻用上了。",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.12087838956625155,
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      "compression_ratio": 1.2926829268292683
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    {
      "start": 4.94,
      "end": 6.36,
      "text": "这次真正值得注意的是什么?",
      "chunk": 0,
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    {
      "start": 6.82,
      "end": 14.24,
      "text": "其实除了5.6Soul到底有多好用,这支影片还要告诉你OpenAI怎么刚把Codex大改一轮,两个月内出了超过150项更新。",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.12087838956625155,
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      "start": 14.88,
      "end": 23.26,
      "text": "这次真正的转变,是Codex开始自己动手,自己会把一个大任务拆给好几个分身平行座,自己开浏览器点画面,甚至自己管理自己的任务清单。",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.12087838956625155,
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      "compression_ratio": 1.2926829268292683
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    {
      "start": 23.82,
      "end": 28.14,
      "text": "Codex还是那个你叫它写程式的工具,但也已经变成一个会自己安排工作的执行者。",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.12087838956625155,
      "no_speech_prob": 9.342394913236518e-12,
      "compression_ratio": 1.2926829268292683
    },
    {
      "start": 28.14,
      "end": 30.82,
      "text": "我挑出六件真的会改变你工作方式的功能",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.07949048397587795,
      "no_speech_prob": 1.6451446108178835e-11,
      "compression_ratio": 1.2603092783505154
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    {
      "start": 30.82,
      "end": 32.42,
      "text": "还有一个官方只讲了一句",
      "chunk": 0,
      "language": "zh",
      "avg_logprob": -0.07949048397587795,
      "no_speech_prob": 1.6451446108178835e-11,
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    {
      "start": 32.42,
      "end": 33.8,
      "text": "但你一定会付的代价",
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      "language": "zh",
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      "no_speech_prob": 1.6451446108178835e-11,
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    {
      "start": 33.8,
      "end": 36.38,
      "text": "先讲一个最容易被跳过的前提",
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      "end": 38.68,
      "text": "Codex现在住在ChatGPT里面",
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      "start": 38.68,
      "end": 40.42,
      "text": "官方更新记录写得很清楚",
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    {
      "start": 40.42,
      "end": 41.32,
      "text": "7月9号",
      "chunk": 0,
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      "end": 43.54,
      "text": "Codex正式并进ChatGPT桌面板",
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      "start": 43.54,
      "end": 44.74,
      "text": "Mac和Windows都有",
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      "start": 44.74,
      "end": 45.8,
      "text": "原本的专案",
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      "start": 45.8,
      "end": 47.36,
      "text": "设定和工作流都会保留",
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      "start": 47.36,
      "end": 48.98,
      "text": "它在里面有自己的空间",
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      "start": 48.98,
      "end": 50.58,
      "text": "旁边是一个新的Work Agent",
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      "start": 50.58,
      "end": 52.12,
      "text": "这看起来只是搬家",
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      "start": 52.12,
      "end": 54.02,
      "text": "却决定了后面所有功能的长相",
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      "start": 54.02,
      "end": 56.44,
      "text": "Codex不再是给工程师的独立产品线",
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      "start": 56.44,
      "end": 58.5,
      "text": "而是ChatGPT底下的一个工作面向",
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      "no_speech_prob": 1.2533822937865757e-11,
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      "start": 58.5,
      "end": 60.76,
      "text": "官方说每周有600万人在用",
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      "no_speech_prob": 1.2533822937865757e-11,
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    {
      "start": 60.76,
      "end": 62.14,
      "text": "这是他们自己给的数字",
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      "language": "zh",
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      "no_speech_prob": 1.2533822937865757e-11,
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    {
      "start": 62.14,
      "end": 63.72,
      "text": "目前没有公开资料可以佐证",
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      "start": 63.72,
      "end": 66.16,
      "text": "第一件事是脑子换了",
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      "start": 66.16,
      "end": 68.86,
      "text": "新的旗舰模型叫GPT 5.6 Soul",
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      "start": 68.86,
      "end": 71.02,
      "text": "官方说它可以长时间啃难题",
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    {
      "start": 71.02,
      "end": 73.62,
      "text": "但真正要注意的是它旁边那个Ultra",
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      "text": "Ultra是推理等级选单的最高一档",
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      "text": "这行字很关键",
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      "start": 114.64,
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      "text": "会跳出警告提醒你用量会冲很快",
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      "text": "OpenAI开发者体验负责人",
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      "text": "关键字叫AppShot",
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      "text": "怎么触发",
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      "text": "在Mac上按下左右两个command键就好",
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      "text": "而且只有MacOS桌面板支援",
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      "text": "拿到AppShot之后",
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      "text": "Codex就能自己操作那个模拟器",
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      "text": "画面上游标自己在移动",
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      "text": "自己点来点去",
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      "text": "没有人在碰滑鼠",
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      "text": "更关键的是",
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      "text": "这一点被截掉了",
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      "text": "但你讲不清楚它在哪",
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      "text": "切到DIF检视",
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    {
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      "text": "可以直接精准地改一行",
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      "text": "不确定该怎么改",
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      "text": "就把它丢回给Codex",
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    {
      "start": 277.34,
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      "text": "接下来这段",
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      "text": "看他怎么在同一个地方",
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      "text": "无缝切换这两种做法",
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      "text": "I've always been able to inspect the DIF here",
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      "text": "But now I can go further",
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    {
      "start": 288.48,
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      "text": "and make precise edits directly in line",
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      "text": "我可以改变的练习",
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      "text": "就像这样",
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      "start": 295.82,
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      "text": "或如果我知道我希望的行为",
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      "text": "但我不确定",
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      "text": "那种练习的练习",
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      "text": "我可以从那里来求",
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      "text": "Codex工作",
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      "text": "视频",
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      "text": "有时候我会工作",
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      "text": "直接进练习",
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      "text": "然后它会比较近",
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      "start": 309.24,
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      "text": "跟模式的练习",
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    {
      "start": 311.04,
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      "text": "第四件事",
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    {
      "start": 312.16,
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      "text": "是东西做完了",
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    {
      "start": 313.46,
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      "text": "要怎么让别人用到",
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      "text": "这是Size要解的问题",
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      "text": "你只要说一句",
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    {
      "start": 317.82,
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      "text": "把这个发布到Size",
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    {
      "start": 319.24,
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      "text": "它就上线了",
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    {
      "start": 320.32,
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      "text": "不过这里要修正一句话",
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      "start": 322.88,
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      "text": "OpenAI说Sites上个月只给企业版",
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    {
      "start": 325.44,
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      "text": "现在开放所有人",
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      "text": "但官方文件上写的是Public Beta",
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    {
      "start": 328.74,
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      "text": "而且明讲能不能用",
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    {
      "start": 330.36,
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      "text": "要看你的方案",
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    {
      "start": 331.16,
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      "text": "你的地区和工作区设定",
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    {
      "start": 332.68,
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      "text": "这两个说法对不上",
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      "start": 334.02,
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      "text": "所以先别预设你打开就用",
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      "text": "Public Beta这四个字本身就是提醒",
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    {
      "start": 337.8,
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      "text": "换句话说",
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    {
      "start": 338.88,
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      "text": "拿它做个原型",
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    {
      "start": 339.96,
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      "text": "做个内部小工具很好",
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    {
      "start": 341.2,
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      "text": "但要不要把已经有人在用的正式东西搬上去",
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    {
      "start": 344.04,
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      "text": "现阶段还不好说",
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    {
      "start": 345.14,
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      "text": "昨天月份,我们介绍了室室,所以 teams可以建设室,和分享它们的内容。",
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      "avg_logprob": -1.061693123891844,
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      "start": 351.14,
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      "text": "现在室室是全室,而它仍然是任何网址你建设室。",
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      "start": 357.14,
      "end": 361.14,
      "text": "我可以直接说,导致室室。",
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      "start": 361.14,
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      "text": "它有室内,链接,链接,运动,运动,运动,运动,都在建设室。",
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    {
      "start": 368.14,
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      "text": "所以我可以从一个真正的佛工程中,",
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      "start": 371.14,
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      "text": "无论论均匀或训练",
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      "start": 374.44,
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      "text": "然后现在的标志",
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      "start": 376.32,
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      "text": "是现在的标志",
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      "start": 401.14,
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      "text": "都有自己独立的工作副本",
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    {
      "start": 402.36,
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      "text": "改动互不干扰",
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      "start": 403.46,
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      "text": "你不用担心A的修改",
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      "start": 405.14,
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      "text": "会不小心动到B",
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      "start": 405.98,
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      "text": "而且这些任务之间",
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      "start": 407.48,
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      "text": "还可以互相引用",
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      "start": 408.32,
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      "text": "注意这里发生的是",
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      "start": 410.16,
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      "text": "拆解",
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      "start": 411.12,
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      "text": "排优先序",
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    {
      "start": 412.22,
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      "text": "开分支",
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      "start": 413.2,
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      "text": "这些原本是人的工作",
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      "start": 414.98,
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      "text": "现在被交出去了",
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      "start": 416.34,
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      "text": "这也是为什么真正的主线",
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    {
      "start": 418.58,
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      "text": "不是模型变强",
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    {
      "start": 419.76,
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      "text": "而是角色变了",
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    {
      "start": 421.44,
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      "text": "另外还有一个很实用的细节",
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    {
      "start": 423.88,
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      "text": "工作不一定要从Codex开始",
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      "start": 426.04,
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      "text": "你在ChatGPT里讨论过的想法",
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    {
      "start": 428.66,
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      "text": "或用Deep Research查过的东西",
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      "start": 430.62,
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      "text": "可以直接at那段对话",
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      "start": 432.48,
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      "text": "把整包context带进codex",
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    {
      "start": 434.74,
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      "text": "不用再复制贴上",
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      "start": 436.28,
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      "text": "You know that codex can also help you manage its own codex tasks",
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      "start": 440.32,
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      "text": "This is super useful when I have several independent pieces of work",
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    {
      "start": 443.96,
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      "text": "that I want to get organized and moving",
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    {
      "start": 445.64,
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      "text": "Check out this one",
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    {
      "start": 447.42,
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      "text": "Find 5 bugs from linear",
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    {
      "start": 449.9,
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      "text": "Create a separate task and isolated work tree for each one",
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    {
      "start": 453.58,
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      "text": "And pin the most critical ones",
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    {
      "start": 456.537,
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      "text": "我需要有幾個獨立的工作, 要把工作的組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織組織",
      "chunk": 1,
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      "avg_logprob": -0.17957726372612848,
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    {
      "start": 471.537,
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      "text": "手机版补了一批升级",
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    {
      "start": 472.777,
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      "text": "在手机上管理任务",
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    {
      "start": 474.437,
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      "text": "审查变更",
      "chunk": 1,
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    {
      "start": 475.297,
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      "text": "比较branch",
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    {
      "start": 476.077,
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      "text": "接下来这段一次演完",
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      "start": 477.697,
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      "text": "我只补一句最反直觉的",
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    {
      "start": 479.697,
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      "text": "手机可以直接连上SSH Host",
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    {
      "start": 481.977,
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      "text": "像你的Devbox",
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      "start": 483.077,
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      "text": "从手机就开新任务",
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    {
      "start": 484.757,
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      "text": "方便归方便",
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    {
      "start": 486.177,
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      "text": "权限要开多大",
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    {
      "start": 487.337,
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      "text": "值得你自己先想清楚",
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      "start": 488.577,
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      "text": "有三个东西",
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      "start": 490.257,
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      "text": "我希望你尝试",
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      "text": "第一",
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      "text": "你可以选择",
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    {
      "start": 493.337,
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      "text": "搜索",
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      "start": 494.097,
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      "text": "开放",
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      "start": 495.017,
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      "text": "管理任务",
      "chunk": 1,
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    {
      "start": 496.057,
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      "text": "直接从一个谈论",
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    {
      "start": 497.537,
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      "text": "上你的电话",
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      "text": "第二",
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      "start": 499.837,
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      "text": "第二,计划的改变更好",
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      "start": 502.837,
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      "text": "我可以选择和选择和选择",
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      "no_speech_prob": 9.473220125011395e-11,
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    {
      "start": 506.837,
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      "text": "或直接交叉择和选择",
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      "text": "第三,我可以直接接到一个 SSH 主持人",
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      "text": "像一个电视箱",
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      "text": "和从电视箱开始新的工作",
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      "text": "有很多多",
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      "text": "但我爱上我可以在电视箱",
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      "start": 520.837,
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      "text": "从电视箱开始,",
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      "start": 522.837,
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      "text": "然后在电视箱里,",
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      "start": 524.837,
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      "text": "这不错吗?",
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      "start": 525.837,
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      "text": "最后一块是把整条开发流程收完",
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      "text": "Poor Request现在不用离开App就能处理",
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      "start": 531.657,
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      "text": "而且是带着脉络的",
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      "text": "Codex知道每个任务跑在哪个Branch上",
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      "text": "那个Branch一有开着的PR",
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      "start": 537.597,
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      "text": "摘要面板就自动把它浮出来",
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      "start": 539.477,
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      "text": "你可以在里面追踪",
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      "start": 541.217,
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      "text": "处理问题",
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      "start": 542.017,
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      "text": "确认没事就merge",
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    {
      "start": 543.397,
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      "text": "检查失败的时候",
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      "start": 545.057,
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      "text": "直接请它带着完整脉络去修",
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      "start": 547.137,
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      "text": "新的Poor Request分页",
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      "start": 549.557,
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      "text": "可以逐项看每一处改动",
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    {
      "start": 551.177,
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      "text": "留inline comment",
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    {
      "start": 552.377,
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      "text": "做完整的review",
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      "start": 553.517,
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      "text": "也可以把自己的PR标成ready",
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      "text": "然后merge",
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      "text": "这代表从写程式",
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    {
      "start": 558.357,
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      "text": "跑检查",
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      "text": "review到merge",
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      "start": 560.317,
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      "text": "整条loop都收进同一个地方了",
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      "start": 562.217,
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      "text": "你不用再跳去github.com",
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      "text": "但这里有个问题值得放在心上",
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      "start": 566.017,
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      "text": "当写的是它",
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      "start": 567.157,
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      "text": "修的是它",
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      "start": 568.097,
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      "text": "review的界面也是它",
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      "start": 569.597,
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      "text": "那谁在为这次合并负责",
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    {
      "start": 571.277,
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      "text": "工具把摩擦拿掉了",
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      "text": "责任不会跟着被拿掉",
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      "text": "另外这段示范从头到尾只提到github.com",
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      "text": "就得自己去确认了",
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      "text": "Codex now makes it easier to work with pull requests",
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      "text": "without leaving the app",
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      "text": "It does this in context",
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      "text": "它知道哪一項 branch",
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      "text": "有開啟的研究",
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      "text": "它會有一個項目的研究",
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      "text": "和回應所有問題",
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      "text": "都會看得到",
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      "text": "如果一個項目失去",
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      "text": "或是一個項目的",
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      "text": "我可以請 Codex",
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      "text": "去解決它",
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      "text": "在這裡",
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    {
      "start": 605.757,
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      "text": "全體的概念",
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      "text": "這新的項目",
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    {
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      "text": "提供我",
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    {
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      "text": "讓我每個個改變",
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      "text": "我可以留在內",
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      "text": "可項目",
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    {
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      "text": "complete a full review",
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      "text": "我可以尋找我的",
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