{
  "text": "首先我们来讲第一块,Codex核心能力与工程化设计的一个思想。那么Codex的话,相信大家如果是作为程序员的话,基本上多多少少都已经听说过了,或者有的同学已经用过一段时间了。\n那这里的话\n我给他做一个简单的概述啊\nCodex是OpenAI官方推出的一款AI变成工具啊\n但这个目前\n这个已经不仅仅局限于AI变成这一块了啊\n他能做的事情非常多啊\n怎么等一下逐步来展开\n那么大家可以通过这个官方的一个文档啊\n如果想去深入的了解Codex所有的一些细节的话啊\n我建议大家去看一下这个OpenAI\n出的这个官方的这个开发者文档\n这个是给开发人员看的\n里面的一些文档的话写的非常详细\n大家对一些概念性的论知\n包括一些比如说我们来查一些指南\n大家都可以通过这个文档做一个路手\n所以说这是一份非常好的学习资料\n这是我推荐给大家的\n然后的话是Codex的话\n它有一些模块的话\n它是开源的\n如果大家对它的底层原码感兴趣\n比如说像CLI\n是吧\n还有一些这个\n他的一些文档呀\n你看\n比如说他的一些agents.md的一些这个细节文档\n大家如果感兴趣啊\n可以去他的这个开源的这个仓库里面\n去深入的去研究一下\n这个也是我给大家提供的一份这个学习资料\n就是这个路口\n大家可以从这个地方去路手\n如果你对他的这个圆码也比较感兴趣\n像参与这个Codex\n他的一个开源建设的话\n大家可以在这个里面去做一个路手\nOK\n这个就是我给大家推荐的这个两份学习资料啊\n然后下面这个的话是CodexAPP的这么一个页面啊\n最开始的话Codex是没有APP版本的啊\n它是基于这个CLI命令行的\n所以最早期大家使用的话啊\n基本上是基于这个命令行啊\n比如说我们在这个里面输入一个这个Codex是吧\n那我们进入到这个命令行页面\n直接就可以做一个AI编程了\n我们最开始的使用方式是这样的\n但是的话\n目前的话Codex已经出了这个APP了\n然后也非常好用\n等一下的话\n我们就来给他讲一下\n这个APP的一个安装跟使用\n所以我们主要是基于这个CLI和这个APP\n混合的这种方式去使用\n还有的话\n就是他还有一种插件形式的\n就是我们可以用这个Coser或者VSCode\n大家可以去装一个这个Coser\n就是整个它有一个Codex插件\n这个也比较好用\n这个的话如果大家习惯性用这个WasteCode\n或者是Coser的话\n你可以把这个插件\n装一个Codex插件\n然后跟我们的这个编码结合起来去用\n这也是OK的\n这也是我比较推荐大家用的一种方式\n如果你既要改代码\n又要去做这个\n你想用这个Codex的话\n都是OK的\n但你不在这个里面装插件\n你用那个APP\n然后或者是CLI\n也是没有问题的\n只是说在这个里面的话\n切换就会比较简单一些\n不然的话你要切换这个窗口\n还是稍微有那么一点麻烦\n不过这个都是小问题\n所以说它的使用方式有\n基本上就是三种\n第一种的话就是我们用这个APP\n然后第二种的话就是用CLI\n还有的话就是一个插件形式\n基本上目前主流的使用方式的话\n就是三个\n那么它主要啊\n如果说在做这个AI编程这一块的话\n它主要的功能有哪些呢\n首先第一块的话啊\n写代码就是一个基础功能的\n那么在Codex里面的话\n大家可以非常方便的去使用一些快捷指令\n然后采用这种对话的方式\n去让它去帮你去生成这个代码\n或者说整个去开发一个项目\n搭建一个项目架构都是OK的\n还有一点的话\n就是我们可以用Codex去学习一些\n优秀的开源项目\n比如说大家对这个开源项目比较感兴趣\n就是把这个项目拉下来\n然后通过Codex命令去分析一下\n当前这个项目的话\n它的一个结构是怎么样的\n包括大家在公司里面\n你去接手一些历史的一些遗留项目\n是吧\n一些代码你看不懂怎么办呢\n那你也可以用Codex\n可以去帮你去做一个阅读\n然后帮助你快速的去理解\n团队是如何去做一个开发的\n然后包括里面的细节问题\n他都可以通过Codex去把它分析出来\n这也是一个场景\n然后的话就是审查代码\n那以前我们做那个代码审查的话\n大家习惯性的要去看那个PR是吧\n看PR里面的这个commit\nDIF里面到底给了哪些文件\n然后看一下有没有漏洞\n然后有问题的话\n还得上面标注一下\n以前的话\n这个需要耗费大量的这个人工成本\n专门需要一个代码审查\n那现在有了Codex之后的话\n我们做代码审查的话\n其实会非常简单\n就是这个里面的话\n他会去分析\n他有专门的review的这么一个斜杠命令\n这个我们等一下会给大家讲这么一个案例\n就是我们可以用review的一个命令\n去快速的去分析本次\n比如说我还没有提交的一些代码\n我想让他分析一下\n或者说我们已经提交的PR\n这个代码有没有问题\n也可以分析出来\n让我们根据这个结果\n最后去把这个代码\n就是给提一些建议\n或者给他拒绝这个皮牙合并\n是吧\n这个就是我们做代码审查\n可以结合Codex做的一些事情\n然后的话\n大家还可以通过Codex去\n排查一些线上的一些问题\n是吧\n比如我们线上发现一些bug\n有一些日志\n他定位了一些代码行\n那我们把这些日志提供给Codex\n那Codex的话\n可以快速的去帮我们找到\n这个代码到底哪里出问题了\n并针对性的给一些修复方案出来\n所以这个也是一个\n比较好的一个应用方向\n然后最后一个的话\n就是自动化开发任务啊\n那这一块也是用的比较多的一个场景\n那就是说我们可以通过Codex啊\n就是从零到一去做一个项目的一个开发\n那我们等一下的话\n也会带大家去基于这个流程\n去做一个项目啊\n就是从需求分析开始\n到整个的一个项目的一个功能拆解啊\n是吧\n核心功能开发呀\n包括测试啊\n包括整个的一个啊\n调试啊\n是吧\n这个我们等一下都会给大家去走一遍啊\n所以这几个场景的话\n都是Codex\n它比较擅长\n或者说比较主流的一些应用场景\n那么Codex\n它的一个核心能力有哪些呢\n大家要比较好的去使用Codex的话\n首先要对它的一个核心能力\n或者说对它整个的一个功能架构的话\n有一个认知\n就是要有一个大的认知\n这样的话\n你在去做一些开发的时候\n你就会想到\n原来Codex已经集成这个能力了\n那大家去直接把它去应用到\n工作当中去的话\n那这个提效就很明显了\n那大家可以看一下\n整个的一个\n它的一个能力\n那能力的话是非常多了\n最主要的话\n就是它的一个多任务处理\n就是多线程\n大家在用这个Codex过程中\n你会发现一个点\n就是整个\n它是基于多线程的一个机制\n就是你不断的跟它去对话\n它会不断的去起\n各种各样的线程\n帮你去完成任务\n并且最终做一个合并\n所以它的一个跨项目的\n多任务处理能力非常强\n就是你可以让它同时去开发三个项目\n开三个这个县城\n是吧\n然后最终\n比如说我们想让它分析三个项目的一个细节\n然后分析完之后做一个总结归纳\n最后给你输出一张表格。\n那他就是启动三个县程。\n即使是跨多项目的话,他也可以用多任务的方式去处理。\n这是他的一个非常强大的一个能力。\n然后的话,他里面内置了一个叫Git WorkTree的一个这么一个机制。\n它的一个优点是什么\n就是我们可以在一个分支下面\n可以支持加多个这个work tree\n然后去并行开发\n以前的话我们开发的话\n就是都要做分支隔离的是吧\n比如说某某同学是做这个A分支\n某某同学是B分支\n他们两个分支功能\n如果要做并行开发的话\n那得把他们两个分支给它合并了\n是吧\n这样的功能才能整合到一起\n现在有了这个getwork tree的之后的话\nCodex整合了这个之后的话\n我们可以直接在一个分支里面\n加多个worktree的方式做并行开发\n并且的话代码它是相互隔离的\n这样的话就达到了我不想见多分支\n也能实现多人协作的这么一个目标\n这是一个比较好的一个点\n然后的话就是\n我们可以通过这个Codex\n做一个远程连接啊\n就是它可以去专门连接到一个这个\n不同的这个\n比如说我们手机端是吧\n我们手机端去远程连接\n这个我们在手机档上面远程操控\n我们电脑端的这么一个Codex\n让它去干活\n这个也是一个好的一个功能\n这个就像那个小龙虾是吧\n养虾一样\n我可以远程指挥它去干活\n并且的话\n我们可以在这个Codex上面操作一些应用\n比如说在iOS上面\n去调用一些这个\n在MacOS上面\n就是我们的这个苹果系统上面\n它可以去调用各种的应用\n执行一些任务\n包括一些操作流感器\n当然都是支持的\n并且的话它可以支持应用截图识别图片\n然后做一些评审交付\n执行终端的一些命令\n然后操作浏览器\n包括它还可以去添加一些Chrome插件\n让Codex帮你去管理整个我们的这个浏览器\n是吧\n然后做一些浏览器的一些任务\n并且的话它可以去生成一些图片\n编辑图片\n因为OpenAI的话\n它本身就有一些这个图片的一些模型\n多么碳模型\n比如说像DLE3\n然后image2\n就是有它有生成\n专门生成图片的模型\n所以说它本身\n也可以去编辑图片\n这样的话\n我们相当于\n你可以把codex当做\n这个AI绘画工具来用\n这个也是可以的\n包括我们还可以做一些\n这个自动化\n就是一些这个论务\n是吧\n你做了一些这个操作之后\n你可以让它全自动的\n去调用各种各样的工具\n帮你去完成一个\n大的一个任务\n就全自动的\n然后的话\n就是我们还可以在codex上面\n去搭建一些技能\n这个我们等一下\n也会给大家讲\n就是怎么从零到一\n去搭建一个技能\n做真正企业级的\n一个scale开发\n然后怎么去使用它\n然后包括一些这个\n一些什么侧边软\n与artifactor\n这个是它的一些\n跟踪计划来源\n任务摘要和\n生成文件预览的一些功能\n这个都是它\n比较实用的一些功能\n还有包括它\n比较强大的一个插件系统\n这个我们等一下\n也会给大家讲\n这个插件功能的话\n其实也非常强大\n它可以极大程度的去拓展Codex\n能做的一些事情\n让它可以\n比如说甚至去生生视频也是可以的\n并且的话\n它可以与我们的这个IDE\n比如说与Coser\n或者是用WasteCode\n整个做一个同步\n这个就是它的一个核心能力\n那么大家有了一个\n全方位的这个认知之后的话\n后面你在用Codex的时候\n你可以把这一点给考虑进去\n如果说Codex里面已经集中这个功能的话\n那你可以完全把它做一个整合\n就大家可以可以把各种各样的功能\n整合在一起搭配去使用\n大家就是不要单独的去看待这个功能\n你一定要把它做一个什么呢\n就是整合\n就是我们把一个工作流\n你把整个串起来\n那它就可以做很多事情\n如果你只是聚焦它在单个功能上面的话\n它可能做的功能的话就比较单一\n所以大家要有一个全局的思维\nOK\n然后是Codex它的一个工程化设计思想\n那么这个设计思想有什么用呢\n那么Codex的话\n跟我们以前的这个\nAI编程助手的话\n还是有一些不一样的地方\n因为它毕竟是OpenAI出的\n它的一些设计思想的话\n跟这个Courser\n或者是Ways Code\n它们整合这个AI工具\n稍微有一点不一样\n那么它已经从一个\n简单的这个AI编码助手\n已经进化成一个叫做\n全镇开发的一个伙伴了\n为什么这么说呢\n主要有以下几个基点\n首先的话是规范工程取代了提示词工程\n以前的话大家是吧\n你做一个项目的话习惯性的\n你要把提示词给写好是吧\n那么Codex里面他已经在提供一个\n就是在强调一个点啊\n叫做规范化编程\n就是目前业界有一个非常\n这个主流的一个词啊\n叫做这个SDD是吧\n就是叫规范编程开发\n就是以规范去驱动\n我们整个的一个逻辑\n也就是说他先要\n你把这个规范写好\n比如说去写agentsmd\n写lulis\n整个这个规范给他写好\n写好完之后\n然后再去用AI生成代码\n这样的话\n他的质量会非常高\n所以以前的话\n大家没有注意规范的时候\n那他你去用自然语言\n给他去表达的时候\n那就会出现一个问题\n就是这个东西的一个边界\n就会有问题\n就是你采用一个结构化的一个输入\n整个它就会非常清晰\n就是有规则跟没规则的区别\n就是在于\n它可以有一个目标\n加边界加验收标准的一个结构\n这个就相当于我们\n大家实际在工作当中\n你去做一个事情的时候\n它有没有一个什么呢\n就是规范\n就是有没有自己的一个标准\n如果你没有标准的话\n你做一个事情的话\n就会出现各种各样的一个问题\n就是有标准的好处\n就是它可以保质保量的去验收\n就是达到这么一个效果\n所以说Codex已经在强调\n这个规范化的一个变成方式\n就是用Agent MD\n整个的一刻\n包括这个Harness\n这个Codex\n前一段时间也发了一篇文章\n是吧\n就关于这个Harness Engineering\n它整个的话\n目前就是采用了这个整个一套Harness\n去做一个落地的\n包括他自己内部\nOpenAI内部也是基于这个Harness\n去做了整个的一个项目的一个落地的\n之前他们有一篇文章里面提到了\n就是三个人\n一百多万行代码\n全部都是AI生成的\n就是用Harness Engineering去做的一个落地\n就是人工\n我们只限定规范\n把标准写好\n把目标定好\n所有的代码都是AI生成的\n人工不需要写一行代码啊\n真的是一行代码都不需要写\n他就是能把一个大型的项目给搞定\n大概是花了啊\n我记得是五到六个月\n然后给他上线了啊\n一个一百万多行的这个一个项目啊\n就是这么简单\n所以说啊\n目前啊\nCodex已经在深入的去落地这个Honest Engineering\n所以他对规范的要求是非常严格的啊\n大家等一下啊\n我们在讲解过程中\n大家就会感受到他整个这个逻辑啊\n就是会变得非常规范化\n然后第二块就是\n他在这个意图拆解\n与agent law\n我们叫任务循环这一块的话\n也会强调的比较多\n因为Konex已经\n不是单单的给你去生成一个代码了\n他是通过agent循环机制\n去模拟人类工程师的一个开发过程\n什么意思呢\n就是人是怎么干活的\n他就是怎么干活的\n就以前AI就给你写个代码就完事了\n他也不管你能不能运行\n啊\n除非你\n相当于他计划帮你做好了\n执行模式也帮你做好了\n最后你看到的结果就是没有问题的\n就是可以跑的\n所以大家现在会发现\n就是今年这些个AI编程工具的话\n它的进步非常大\n就是在Agent这一块做了非常大的一个改进\n那大家会发现目前像Cloud Code\n或者其他的一些像这个Cloud\n这个Codex\n或者像这个其他的一些编程工具\n大家会发现\n它的一个质量明显就上去了\n就是它写出来代码直接就可以用了\n基本上没什么太明显的一个问题\n所以说它内置的一个任务循环\n就保证了我们整个的一些什么呢\n一些bug一些安全性问题\n它就帮你去避免了\n因为它会按照我们人类的一个思维\n首先会做一个plan计划\n干活之前先把计划给你写清楚\n写清楚之后的话\n一步步的按照计划的一个目标\n再去确认\n然后再去编码\n而不是说\n跑到最后发现一堆问题\n所以说他是先确认\n由我们这个工程师自己去确认\n因为他有一些授权模式\n有确认模式\n也有全托管的这种优劣模式\n所以他会有一个确认过程\n当我们确认没问题之后\n他再去执行的时候\n这时候大家会发现\n他去执行任务的时候\n他会拆得更细\n就是agent这一块的话\n它会做一个大量的一个拆分\n犀利到每一个函数\n每一个模块的一个编写\n然后的话\n它会有一个非常严格的审查模式\n它会根据集合上下文去分析\n潜在的一些bug\n包括一些安全性问题\n或者一些性能瓶颈等等的\n它都会帮你分析的非常透彻\n所以大家看到Codex\n帮你升任代码之后\n基本上这个代码就没什么问题了\n可以用了\n因为它内部帮你把这个几个模式\n已经跑完了\n所以说你看到的东西都是高质量\n这也是为什么\n这个Agent Loan\n它是一个非常关键的一个点\n就它做了比较大的一个改进\n然后是上下文工程\n就Codex在工程架构这一块\n对于上下文管理这一块\n做了非常大的一个优化\n首先的话\n它会做一些精简的一个线段检索\n它会对整个代码库进行予以切分\n指向模型去注入\n与当前任务\n与特定文件相关依赖\n也就是说\n我们去问一个问题的时候\n他不是把整个都给你加载了\n不是这个意思\n他是做一个什么叫做注录\n就是你问的这个问题\n相关的一些代码片段\n还有包括一些原数据\n比如说一些markdown是吧\n有关系的时候\n再去做一个检索\n做一些这个处理\n而不是说一上来\n就把整个项目给他拉上去了\n那这个很容易出现一些上下文\n超过限制的问题是吧\n所以说这一块\n他对于这个整个线的检索\n做了一个精简\n然后是ST\n这个叫抽象语法术感知\n他会结合代码的一个数状结构\n去理解他的一个依赖引用\n也就是说代码跟代码之间的一个关系的话\n他是有依赖的\n他不是说\n简单粗暴的给你把一些这个代码拼在一起\n然后去理解的\n他是一定要把他的一个依赖关系给他分析出来\n这个做过我们这个\n加瓦项目开发啊\n就Mavin依赖的这个同学\n应该会比较清楚啊\n包括极致Python里面啊\n各种语言里面\n其实都有一些\n一些酷的一些依赖是吧\n那么如果说啊\nAI没有理解这个依赖引用的话\n就很可能出现什么呢\n就是一些编译报错呀\n或者是一些少一些模块啊\n是吧\n就很容易出现这种问题\n所以早期的AI编程工具\n它帮你设计代码的话\n有时候就就会出现这种问题\n因为它没有分析透彻\n它只是简单突破的给你去生成态\n那现在Codex这种\n最新的AI变成工具\n这些问题他们都解决了\n那么它给你把依赖分析的非常透彻\n然后是外部工具的一个协同\n那这个里面的话\n主要是就是在工程化设计中\nCodex的话\n它其实是具备了强大的一个环境交互能力\n它不是只是说一个文文生成技\n它具有非常强大的一个自主执行能力\n就是我们给了他中端环境的一个控制权\n就是他可以几乎\n你如果用的是这个bypass模式\n是吧\n你就把所有的权限交给他\n那他就可以做很多事情了\n不管是什么编译器啊\n调试器啊\n报管理器啊\n是吧\n直接调用\n因为他相当于就是超级管理员\n他可以做任何事情\n并且的话\n当代码报错的时候\n他会自动的去处理\n自动的去读取日志\n然后去定位这个原因\n并且自动修复\n所以说这是\n它非常强大的一个能力\n就是它发现问题之后\n它会自动的去修复问题\n所以大家会觉得\n目前的AI变成工具非常智能\n因为它帮你把所有的问题都解决了\n并且是全自动的\n不需要你再去提什么问题了\n所以这个是一个\n非常大的一个优化点\n好\n所以说大家首先\n要对Codex\n它的一个工程化设计思想\n要有一个认知\n那么你掌握了这个\n它的一个工程化设计思想之后的话\n大家再去\n用Codex的话\n你就会发现啊\n它的一些细节\n就会怎么样更好的去使用它\nOK",
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      "text": "首先我们来讲第一块,Codex核心能力与工程化设计的一个思想。那么Codex的话,相信大家如果是作为程序员的话,基本上多多少少都已经听说过了,或者有的同学已经用过一段时间了。",
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      "start": 15.92,
      "end": 17.08,
      "text": "那这里的话",
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    {
      "start": 17.08,
      "end": 18.96,
      "text": "我给他做一个简单的概述啊",
      "chunk": 0,
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    {
      "start": 18.96,
      "end": 22.98,
      "text": "Codex是OpenAI官方推出的一款AI变成工具啊",
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      "start": 22.98,
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      "text": "但这个目前",
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      "start": 24.24,
      "end": 27.7,
      "text": "这个已经不仅仅局限于AI变成这一块了啊",
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      "start": 27.7,
      "end": 29.34,
      "text": "他能做的事情非常多啊",
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    {
      "start": 29.34,
      "end": 30.76,
      "text": "怎么等一下逐步来展开",
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      "start": 30.76,
      "end": 35.72,
      "text": "那么大家可以通过这个官方的一个文档啊",
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      "start": 35.72,
      "end": 40.3,
      "text": "如果想去深入的了解Codex所有的一些细节的话啊",
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      "start": 40.3,
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      "text": "我建议大家去看一下这个OpenAI",
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      "end": 45.86,
      "text": "出的这个官方的这个开发者文档",
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      "start": 45.86,
      "end": 47.52,
      "text": "这个是给开发人员看的",
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    {
      "start": 47.52,
      "end": 49.76,
      "text": "里面的一些文档的话写的非常详细",
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      "start": 49.76,
      "end": 52.94,
      "text": "大家对一些概念性的论知",
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      "start": 52.94,
      "end": 56.66,
      "text": "包括一些比如说我们来查一些指南",
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      "start": 56.66,
      "end": 59.46,
      "text": "大家都可以通过这个文档做一个路手",
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    {
      "start": 59.46,
      "end": 61.76,
      "text": "所以说这是一份非常好的学习资料",
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      "start": 61.76,
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      "text": "这是我推荐给大家的",
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      "start": 63.48,
      "end": 65.4,
      "text": "然后的话是Codex的话",
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    {
      "start": 65.4,
      "end": 67.44,
      "text": "它有一些模块的话",
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      "start": 67.44,
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      "text": "它是开源的",
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      "start": 68.3,
      "end": 71.76,
      "text": "如果大家对它的底层原码感兴趣",
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      "start": 71.76,
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      "text": "比如说像CLI",
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      "start": 73.1,
      "end": 73.82,
      "text": "是吧",
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      "start": 73.82,
      "end": 74.78,
      "text": "还有一些这个",
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      "start": 74.78,
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      "text": "他的一些文档呀",
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      "start": 77.02,
      "end": 77.4,
      "text": "你看",
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      "start": 77.4,
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      "text": "比如说他的一些agents.md的一些这个细节文档",
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      "start": 80.8,
      "end": 82.82,
      "text": "大家如果感兴趣啊",
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    {
      "start": 82.82,
      "end": 86.18,
      "text": "可以去他的这个开源的这个仓库里面",
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    {
      "start": 86.18,
      "end": 87.66,
      "text": "去深入的去研究一下",
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    {
      "start": 87.66,
      "end": 92.1,
      "text": "这个也是我给大家提供的一份这个学习资料",
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    {
      "start": 92.1,
      "end": 93.52,
      "text": "就是这个路口",
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    {
      "start": 93.52,
      "end": 95.52,
      "text": "大家可以从这个地方去路手",
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    {
      "start": 95.52,
      "end": 98.3,
      "text": "如果你对他的这个圆码也比较感兴趣",
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    {
      "start": 98.3,
      "end": 100.94,
      "text": "像参与这个Codex",
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      "start": 100.94,
      "end": 102.26,
      "text": "他的一个开源建设的话",
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    {
      "start": 102.26,
      "end": 104.72,
      "text": "大家可以在这个里面去做一个路手",
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    {
      "start": 104.72,
      "end": 105.46,
      "text": "OK",
      "chunk": 0,
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    {
      "start": 105.46,
      "end": 108.86,
      "text": "这个就是我给大家推荐的这个两份学习资料啊",
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    {
      "start": 108.86,
      "end": 114.0,
      "text": "然后下面这个的话是CodexAPP的这么一个页面啊",
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    {
      "start": 114.0,
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      "text": "最开始的话Codex是没有APP版本的啊",
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      "text": "它是基于这个CLI命令行的",
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      "start": 119.54,
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      "text": "所以最早期大家使用的话啊",
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    {
      "start": 122.0,
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      "text": "基本上是基于这个命令行啊",
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      "text": "比如说我们在这个里面输入一个这个Codex是吧",
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    {
      "start": 128.32,
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      "text": "那我们进入到这个命令行页面",
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    {
      "start": 130.08,
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      "text": "直接就可以做一个AI编程了",
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      "start": 134.86,
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      "text": "但是的话",
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      "text": "目前的话Codex已经出了这个APP了",
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      "start": 138.56,
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      "text": "然后也非常好用",
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    {
      "start": 139.76,
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      "text": "等一下的话",
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    {
      "start": 140.46,
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      "text": "我们就来给他讲一下",
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    {
      "start": 141.76,
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      "text": "这个APP的一个安装跟使用",
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      "text": "所以我们主要是基于这个CLI和这个APP",
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      "start": 150.2,
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      "text": "混合的这种方式去使用",
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      "text": "还有的话",
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      "start": 152.96,
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      "text": "就是他还有一种插件形式的",
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      "start": 155.2,
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      "text": "就是我们可以用这个Coser或者VSCode",
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      "start": 159.0,
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      "text": "大家可以去装一个这个Coser",
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      "start": 165.34,
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      "text": "这个也比较好用",
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      "text": "这个的话如果大家习惯性用这个WasteCode",
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      "text": "或者是Coser的话",
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      "text": "你可以把这个插件",
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      "start": 174.4,
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      "text": "然后跟我们的这个编码结合起来去用",
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      "start": 177.34,
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      "text": "这也是OK的",
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      "text": "这也是我比较推荐大家用的一种方式",
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      "text": "如果你既要改代码",
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      "start": 182.12,
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      "text": "又要去做这个",
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      "text": "你想用这个Codex的话",
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      "start": 186.48,
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      "text": "都是OK的",
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      "text": "但你不在这个里面装插件",
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      "text": "你用那个APP",
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      "text": "然后或者是CLI",
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      "start": 192.68,
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      "text": "也是没有问题的",
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      "text": "只是说在这个里面的话",
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    {
      "start": 195.3,
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      "text": "切换就会比较简单一些",
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      "start": 197.02,
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      "text": "不然的话你要切换这个窗口",
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      "text": "还是稍微有那么一点麻烦",
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      "text": "所以说它的使用方式有",
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      "text": "基本上就是三种",
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      "text": "第一种的话就是我们用这个APP",
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      "text": "然后第二种的话就是用CLI",
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      "text": "还有的话就是一个插件形式",
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      "start": 212.68,
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      "text": "基本上目前主流的使用方式的话",
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      "text": "那么它主要啊",
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      "start": 218.2,
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      "text": "如果说在做这个AI编程这一块的话",
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      "start": 221.74,
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      "text": "它主要的功能有哪些呢",
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      "start": 223.22,
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      "text": "首先第一块的话啊",
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    {
      "start": 224.62,
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      "text": "写代码就是一个基础功能的",
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      "text": "那么在Codex里面的话",
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    {
      "start": 228.48,
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      "text": "大家可以非常方便的去使用一些快捷指令",
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      "start": 231.22,
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      "text": "然后采用这种对话的方式",
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      "start": 233.4,
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      "text": "去让它去帮你去生成这个代码",
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    {
      "start": 236.44,
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      "text": "或者说整个去开发一个项目",
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    {
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      "text": "搭建一个项目架构都是OK的",
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      "start": 240.4,
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      "text": "还有一点的话",
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      "text": "就是我们可以用Codex去学习一些",
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    {
      "start": 244.9,
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      "text": "优秀的开源项目",
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    {
      "start": 246.18,
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      "text": "比如说大家对这个开源项目比较感兴趣",
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      "start": 248.98,
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      "text": "就是把这个项目拉下来",
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      "text": "当前这个项目的话",
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      "text": "包括大家在公司里面",
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      "text": "或者给他拒绝这个皮牙合并",
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      "text": "也会带大家去基于这个流程",
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      "text": "去做一个项目啊",
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      "text": "是吧",
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      "text": "核心功能开发呀",
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      "text": "包括测试啊",
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      "text": "包括整个的一个啊",
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      "text": "调试啊",
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      "text": "这个我们等一下都会给大家去走一遍啊",
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      "text": "它的一个核心能力有哪些呢",
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      "text": "然后的话,他里面内置了一个叫Git WorkTree的一个这么一个机制。",
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      "text": "这样的话",
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      "text": "就是一些这个论务",
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      "text": "这个都是它",
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      "text": "这个就是它的一个核心能力",
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      "text": "如果你只是聚焦它在单个功能上面的话",
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      "text": "所以大家要有一个全局的思维",
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      "text": "OK",
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      "text": "然后是Codex它的一个工程化设计思想",
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      "text": "那么这个设计思想有什么用呢",
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      "text": "AI编程助手的话",
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      "text": "因为它毕竟是OpenAI出的",
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      "text": "它的一些设计思想的话",
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      "text": "跟这个Courser",
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      "text": "或者是Ways Code",
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      "text": "它们整合这个AI工具",
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      "text": "稍微有一点不一样",
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      "text": "那么它已经从一个",
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      "text": "简单的这个AI编码助手",
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      "start": 737.544,
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      "text": "已经进化成一个叫做",
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      "text": "全镇开发的一个伙伴了",
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      "text": "为什么这么说呢",
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      "text": "主要有以下几个基点",
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      "text": "首先的话是规范工程取代了提示词工程",
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      "text": "以前的话大家是吧",
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      "text": "你做一个项目的话习惯性的",
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      "text": "你要把提示词给写好是吧",
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      "text": "那么Codex里面他已经在提供一个",
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      "text": "就是在强调一个点啊",
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      "text": "就是目前业界有一个非常",
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      "text": "这个主流的一个词啊",
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      "text": "叫做这个SDD是吧",
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      "text": "我们整个的一个逻辑",
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      "text": "也就是说他先要",
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      "text": "你把这个规范写好",
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      "text": "比如说去写agentsmd",
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      "text": "写lulis",
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      "text": "整个这个规范给他写好",
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      "text": "写好完之后",
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      "text": "然后再去用AI生成代码",
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      "text": "这样的话",
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      "text": "他的质量会非常高",
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      "text": "那他你去用自然语言",
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      "text": "给他去表达的时候",
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      "text": "那就会出现一个问题",
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      "text": "整个它就会非常清晰",
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    {
      "start": 807.524,
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      "text": "加边界加验收标准的一个结构",
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      "text": "这个就相当于我们",
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      "text": "你去做一个事情的时候",
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      "text": "它有没有一个什么呢",
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      "text": "如果你没有标准的话",
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      "text": "你做一个事情的话",
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      "text": "就会出现各种各样的一个问题",
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      "text": "就是达到这么一个效果",
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      "text": "所以说Codex已经在强调",
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      "text": "这个规范化的一个变成方式",
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      "text": "就是用Agent MD",
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      "text": "整个的一刻",
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      "text": "包括这个Harness",
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      "text": "这个Codex",
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    {
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      "text": "前一段时间也发了一篇文章",
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      "text": "是吧",
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      "text": "就关于这个Harness Engineering",
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      "text": "它整个的话",
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      "text": "目前就是采用了这个整个一套Harness",
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      "text": "去做一个落地的",
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      "text": "包括他自己内部",
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      "text": "OpenAI内部也是基于这个Harness",
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      "text": "去做了整个的一个项目的一个落地的",
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      "text": "之前他们有一篇文章里面提到了",
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      "text": "就是三个人",
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      "text": "一百多万行代码",
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      "text": "全部都是AI生成的",
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      "text": "就是用Harness Engineering去做的一个落地",
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      "text": "我们只限定规范",
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      "start": 878.144,
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      "text": "把标准写好",
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      "text": "把目标定好",
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      "text": "所有的代码都是AI生成的",
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      "text": "人工不需要写一行代码啊",
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      "text": "真的是一行代码都不需要写",
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      "text": "大概是花了啊",
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      "text": "我记得是五到六个月",
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      "text": "然后给他上线了啊",
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      "text": "一个一百万多行的这个一个项目啊",
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      "text": "所以说啊",
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      "text": "目前啊",
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      "text": "Codex已经在深入的去落地这个Honest Engineering",
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      "text": "所以他对规范的要求是非常严格的啊",
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      "text": "大家等一下啊",
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      "start": 909.684,
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      "text": "大家就会感受到他整个这个逻辑啊",
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      "text": "就是会变得非常规范化",
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      "text": "然后第二块就是",
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      "text": "与agent law",
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      "text": "我们叫任务循环这一块的话",
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      "text": "也会强调的比较多",
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      "text": "因为Konex已经",
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      "text": "不是单单的给你去生成一个代码了",
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      "text": "去模拟人类工程师的一个开发过程",
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      "text": "什么意思呢",
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      "text": "就以前AI就给你写个代码就完事了",
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      "text": "除非你",
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      "text": "相当于他计划帮你做好了",
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      "text": "执行模式也帮你做好了",
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      "text": "最后你看到的结果就是没有问题的",
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      "text": "就是今年这些个AI编程工具的话",
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      "text": "那大家会发现目前像Cloud Code",
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      "text": "它的一个质量明显就上去了",
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      "text": "跑到最后发现一堆问题",
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      "text": "就是agent这一块的话",
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      "text": "犀利到每一个函数",
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      "text": "潜在的一些bug",
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      "text": "或者一些性能瓶颈等等的",
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      "text": "它都会帮你分析的非常透彻",
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      "text": "所以大家看到Codex",
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      "text": "帮你升任代码之后",
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      "text": "基本上这个代码就没什么问题了",
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      "text": "因为它内部帮你把这个几个模式",
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      "text": "所以说你看到的东西都是高质量",
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      "text": "这也是为什么",
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      "text": "这个Agent Loan",
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      "text": "与当前任务",
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      "text": "与特定文件相关依赖",
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      "text": "他不是把整个都给你加载了",
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      "text": "包括极致Python里面啊",
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      "text": "因为它没有分析透彻",
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      "text": "它其实是具备了强大的一个环境交互能力",
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      "text": "就是我们给了他中端环境的一个控制权",
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      "text": "你如果用的是这个bypass模式",
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      "text": "是吧",
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      "text": "你就把所有的权限交给他",
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      "text": "那他就可以做很多事情了",
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      "text": "不管是什么编译器啊",
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      "text": "调试器啊",
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      "text": "报管理器啊",
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      "text": "是吧",
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