{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-15T00:02:40.869Z","headline":"GitHub 日韩营销负责人如何用 GitHub Copilot 把活动运营自动化","description":"GitHub 日韩地区营销负责人 Tomoko Tanaka 分享如何不写代码，把活动运营交给 GitHub Copilot 自动化。","url":"https://www.aioga.com/news/cmtxbm8dp037xrouueja171wr/","mainEntityOfPage":"https://www.aioga.com/news/cmtxbm8dp037xrouueja171wr/","datePublished":"2026-09-11T18:26:10.000Z","dateModified":"2026-09-11T18:26:10.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://github.blog/ai-and-ml/github-copilot/marketing-ops-as-code-automating-events-from-planning-to-follow-up-on-github","https://aihot.news/items/cmtxbm8dp037xrouueja171wr"],"canonicalUrl":"https://www.aioga.com/news/cmtxbm8dp037xrouueja171wr/","directAnswer":{"@type":"Answer","text":"GitHub Blog 摘要称，GitHub 日韩地区营销负责人 Tomoko Tanaka 分享了一种不写代码、借助 GitHub Copilot 自动化活动运营的做法。标题进一步将范围指向从活动规划到后续跟进的流程。","url":"https://www.aioga.com/news/cmtxbm8dp037xrouueja171wr/","dateCreated":"2026-09-11T18:26:10.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"GitHub Blog source article","url":"https://github.blog/ai-and-ml/github-copilot/marketing-ops-as-code-automating-events-from-planning-to-follow-up-on-github","datePublished":"2026-09-11T18:26:10.000Z","provider":{"@type":"Organization","name":"GitHub Blog","url":"https://github.blog/ai-and-ml/github-copilot/marketing-ops-as-code-automating-events-from-planning-to-follow-up-on-github"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.news/items/cmtxbm8dp037xrouueja171wr","datePublished":"2026-09-11T18:26:10.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.news/items/cmtxbm8dp037xrouueja171wr"}}],"aggregationSource":"GitHub Blog","originalPublisher":{"name":"GitHub Blog","url":"https://github.blog/ai-and-ml/github-copilot/marketing-ops-as-code-automating-events-from-planning-to-follow-up-on-github"},"geoDeepAnswer":null,"article":{"id":"cmtxbm8dp037xrouueja171wr","slug":"cmtxbm8dp037xrouueja171wr","url":"https://www.aioga.com/news/cmtxbm8dp037xrouueja171wr/","title":"GitHub 日韩营销负责人如何用 GitHub Copilot 把活动运营自动化","title_en":"","summary":"GitHub 日韩地区营销负责人 Tomoko Tanaka 分享如何不写代码，把活动运营交给 GitHub Copilot 自动化。","source":"GitHub Blog","sourceUrl":"https://github.blog/ai-and-ml/github-copilot/marketing-ops-as-code-automating-events-from-planning-to-follow-up-on-github","aiHotUrl":"https://aihot.news/items/cmtxbm8dp037xrouueja171wr","publishedAt":"2026-09-11T18:26:10.000Z","category":"行业动态","score":72,"selected":true,"articleBody":["Learn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry.","Learn how to build with generative AI.","Change how you work with GitHub Copilot.","Everything developers need to know about LLMs.","Machine learning tips, tricks, and best practices.","Explore the capabilities and benefits of AI code generation and how it can improve your developer experience.","Resources for developers to grow in their skills and careers.","Insights and best practices for building apps.","Tips & tricks to grow as a professional developer.","Improve how you use GitHub at work.","Learn how to move into your first professional role.","Stay current on what’s new (or new again).","Learn how to start building, shipping, and maintaining software with GitHub.","Get an inside look at how we’re building the home for all developers.","Discover how we deliver a performant and highly available experience across the GitHub platform.","Explore best practices for building software at scale with a majority remote team.","Get a glimpse at the technology underlying the world’s leading AI-powered developer platform.","Learn how we build security into everything we do across the developer lifecycle.","Find out what goes into making GitHub the home for all developers.","Our engineering and security teams do some incredible work. Let’s take a look at how we use GitHub to be more productive, build collaboratively, and shift security left.","Explore how to write, build, and deploy enterprise software at scale.","Automating your way to faster and more secure ships.","Guides on continuous integration and delivery.","Tips, tools, and tricks to improve developer collaboration.","DevOps resources for enterprise engineering teams.","How to integrate security into the SDLC.","Learn why Gartner positioned GitHub as a Leader for the second year in a row.","Keep up with what’s new and notable from inside GitHub.","An inside look at news and product updates from GitHub.","The latest on GitHub’s platform, products, and tools.","Insights into the state of open source on GitHub.","The latest policy and regulatory changes in software.","Data-driven insights around the developer ecosystem.","Older news and updates from GitHub.","Learn how to use retrieval-augmented generation (RAG) to capture more insights.","Spotlighting open source maintainers.","How open source is driving positive change.","Explore open source games on GitHub.","Organizations worldwide are incorporating open source methodologies into the way they build and ship their own software.","Stay up to date on everything security.","Demystifying supply chain security.","Updates from the GitHub Security Lab.","Helpful tips on securing web applications.","Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.","If you can write down how you do your work, you can automate it. Here’s what I did to support GitHub’s APAC marketing team.","I run marketing for GitHub in Japan and Korea, and events are the heartbeat of it: a recurring webinar series for enterprise developers, community meetups in Tokyo, invite-only executive sessions in Seoul. What does a developer in this market actually need right now? Which topics are worth an hour of their time, and who should be in the room? I’d happily spend all day on those questions.","What follows the decisions is another matter. Once an event is greenlit, a fixed sequence begins:","While none of these tasks are hard on their own, they’re an opportunity to paste the wrong link, skip a day, or misspell a campaign name that 15 downstream reports depend on.","Here’s the thing: I used to be an engineer. My first career was keeping databases alive on Linux servers for enterprise customers. While my coding may be rusty, I can still see a pipeline begging to be automated. This is where I put GitHub Copilot：https://github.com/features/copilot to use and where you could too in your own work.","So I didn’t write the code. I wrote down my runbooks, handed them to GitHub Copilot, and grew the automation in conversation. Today, an event I used to assemble by hand over a couple of days sets itself up from a single GitHub Issue, screens its own registrants every morning, and cleans up after itself when it’s over.","This post walks through how that works, and why I think anyone whose job involves repetitive work across tools that offer any scriptable way in (an API, or even just a CLI) can do the same.","I can’t claim the foundational idea as my own. Marketing teams at GitHub already had a habit of opening one GitHub Issue per project. This becomes the place where the plan, the discussion, and the status live together. The issue was already our unit of work. What I did was make the issue do the work.","Three GitHub primitives carry the whole system:","Everything a repository gives developers, it gave my marketing workflow for free: history, visibility, review, and a URL for every decision.","One thing made this possible, and it has nothing to do with events specifically: our event management platform exposes an API . Our CRM doesn’t even need one; its official CLI covers everything we do, and I never configured an API key for it, because the CLI signs in through the browser and handles authentication from there. API or CLI, the requirement is the same: a scriptable way in. If your repetitive work runs through a tool that offers either an event platform, a CRM, a form builder, an analytics service, the pattern in this post applies to you.","A developer reading this may already be composing the obvious objection: isn’t this reinventing the wheel? Marketing automation platforms exist, and a good one might have covered some of this out of the box. But APAC is less one market than a collection of very different ones, and even within my own team, workflows shift with each sub-region and each segment. The same webinar might run in Japanese for Tokyo one month and in Korean for Seoul the next, with different segments, different fields in the CRM, and a different definition of a good lead. Getting a packaged tool to absorb all of those variations means customization budgets, consulting hours, and waiting on someone else’s roadmap. Building it ourselves, from the tools already at hand, means a workflow change is a pull request: I describe what I want, a reviewer checks it, and it lands on the main branch through exactly the process developers use to change software.","The pipeline starts before the Issue exists. I open GitHub Copilot and say, roughly: “I want to run a webinar about AI-assisted development in November.”","What happens next is shaped by a file called AGENTS.md at the root of our repository. It’s our team runbook, written in plain Markdown, that defines how we name campaigns, how fiscal quarters map to dates, which time zone each region uses, and what a good invitation email looks like. GitHub Copilot reads it, and then, it finds a similar past event, proposes a campaign name that follows our naming rules, drafts two versions of the invitation email, and asks me the questions the runbook says to ask.","Putting a conversation at the front of the pipeline was itself a design decision, and it solved two problems at once. Automate everything, and you lose flexibility; the day you want this one event to be slightly different, a rigid pipeline has no place to say so. But if you let humans fill in everything, you get mistakes. The conversation sits exactly between the two. GitHub Copilot follows the template, so the data that lands in the Issue is the right data in the right format. And because it’s a conversation, I can bend the details for this one event without breaking the machinery downstream.","When we started, this conversation happened in GitHub Copilot CLI：https://github.com/features/copilot/cli, in a terminal. That was fine for me, but “open a terminal” is a barrier for many people I’d love to bring into this workflow. With the GitHub Copilot app：https://github.com/features/ai/github-app, the same conversation now happens in a regular desktop window. The barrier to entry dropped from “comfortable with a shell” to “can type.”"],"articleImages":[{"sourceUrl":"https://github.blog/wp-content/uploads/2024/06/AI-DarkMode-4.png?w=516","alt":"","afterParagraph":4,"url":"/media/articles/cmtxbm8dp037xrouueja171wr/4d66770031e53a26.webp"},{"sourceUrl":"https://github.blog/wp-content/uploads/2024/05/Enterprise-DarkMode-3.png?w=516","alt":"","afterParagraph":11,"url":"/media/articles/cmtxbm8dp037xrouueja171wr/40a7e2fb490828c3.webp"}],"mediaStatus":"ok","articleBodyZh":["了解 GitHub 生态系统及更广泛行业中的人工智能和机器学习。","学习如何使用生成式人工智能进行构建。","更改您使用 GitHub Copilot 的方式。","开发者需要了解的关于大型语言模型的一切。","机器学习的技巧、窍门和最佳实践。","探索 AI 代码生成的功能和优势，以及它如何提升你的开发者体验。","帮助开发者提升技能和职业发展的资源。","构建应用的见解和最佳实践。","提升专业开发者能力的技巧与窍门。","改进你在工作中使用 GitHub 的方式。","学习如何进入你的第一个专业岗位。","保持对新事物（或重新出现的事物）的关注。","学习如何使用 GitHub 开始构建、发布和维护软件。","深入了解我们如何构建面向所有开发者的家园。","了解我们如何在 GitHub 平台上提供高性能和高可用性的体验。","探索在主要远程团队中大规模构建软件的最佳实践。","一窥构成世界领先的 AI 驱动开发者平台的技术。","学习我们如何在开发者生命周期的每个环节中构建安全性。","了解打造 GitHub 作为所有开发者家园所涉及的内容。","我们的工程和安全团队完成了一些令人难以置信的工作。让我们看看我们如何使用 GitHub 提高生产力、协作构建并将安全向前推进。","探索如何大规模编写、构建和部署企业软件。","通过自动化实现更快更安全的发布。","关于持续集成和持续交付的指南。","提高开发者协作的技巧、工具和窍门。","面向企业工程团队的 DevOps 资源。","如何将安全集成到软件开发生命周期（SDLC）中。","了解 Gartner 为什么连续第二年将 GitHub 列为领导者。","了解 GitHub 内部的最新和显著动态。","深入了解 GitHub 的新闻和产品更新。","关于 GitHub 平台、产品和工具的最新动态。","深入了解 GitHub 上开源项目的现状。","软件的最新政策和监管变化。","围绕开发者生态系统的数据驱动见解。","来自 GitHub 的较早新闻和更新。","学习如何使用检索增强生成（RAG）来获取更多见解。","聚焦开源维护者。","开源如何推动积极变化。","在 GitHub 上探索开源游戏。","全球的组织正在将开源方法融入构建和发布自有软件的方式。","随时了解所有安全相关内容。","揭开供应链安全的神秘面纱。","来自 GitHub 安全实验室的更新。","保护网络应用程序的有用技巧。","了解 DevSecOps 的核心挑战，以及如何使用 AI 和自动化开始应对这些挑战。","如果你能写下你的工作流程，你就能自动化它。以下是我为支持 GitHub 亚太营销团队所做的工作。","我负责 GitHub 在日本和韩国的营销，活动是其核心：针对企业开发者的定期网络研讨会系列，东京的社区聚会，首尔的受邀高管会议。这个市场的开发者现在真正需要什么？哪些主题值得他们花一小时，谁应该在场？我愿意整天思考这些问题。","随决策而来的事情是另一回事。一旦一个活动获批，就会开始一个固定流程：","虽然这些任务本身都不难，但它们可能会导致粘贴错误链接、错过某一天或拼错依赖 15 个下游报告的活动名称。","情况是这样的：我曾经是一名工程师。我的第一份职业是在 Linux 服务器上为企业客户维护数据库。虽然我的编码可能有些生疏，但我仍能看到一个急需自动化的流程。这就是我使用 GitHub Copilot：https://github.com/features/copilot 的地方，你也可以在自己的工作中使用它。","所以我没有写代码。我写下了我的操作手册，把它们交给 GitHub Copilot，然后在对话中逐步生成自动化。今天，我曾经需要花几天手动组装的活动，现在可以从一个 GitHub Issue 自动设置，每天早上筛选自己的注册者，并在活动结束后自动清理。","这篇文章将介绍它是如何工作的，以及为什么我认为任何涉及跨工具重复性工作的职业，只要这些工具提供任何可脚本化的入口（API 或者甚至只是 CLI），都可以做到同样的事情。","我不能声称这个基础想法是我原创的。GitHub 的市场团队已经习惯于每个项目开一个 GitHub Issue。这个 Issue 成为计划、讨论和状态共存的地方。Issue 已经是我们的工作单位。我所做的就是让 Issue 去完成工作。","三个 GitHub 基元承载整个系统：","仓库给予开发者的一切，它也免费赋予了我的市场工作流程：历史记录、可见性、审查以及每个决策的 URL。","有一件事使这一切成为可能，而且与活动本身无关：我们的活动管理平台提供了 API。我们的 CRM 甚至不需要；它的官方 CLI 完全覆盖了我们的所有操作，我从未配置过 API 密钥，因为 CLI 是通过浏览器登录并从那处理认证的。无论是 API 还是 CLI，要求都是相同的：一个可脚本化的入口。如果你的重复性工作是通过提供事件平台、CRM、表单生成器或分析服务的工具运行的，那么本文中的模式同样适用于你。","阅读这篇文章的开发者可能已经在心里提出显而易见的反对意见：这不是在重新发明轮子吗？市场上已有营销自动化平台，好的平台可能已经开箱即用地涵盖了其中一些功能。但亚太地区更像是一系列非常不同的市场，而不仅仅是一个市场，即使在我自己的团队内部，不同的子区域和每个细分市场的工作流程也会有所不同。同一个网络研讨会可能在某个月为东京的日语场次举办，而下个月又为首尔的韩语场次举办，涉及不同的细分群体、CRM中的不同字段，以及对优质线索的不同定义。要让一个现成工具涵盖所有这些变化，就意味着需要自定义预算、咨询小时以及等待别人的产品路线图。而如果我们利用手头已有的工具自行构建，这意味着工作流程的改变只是一条拉取请求：我描述我的需求，审查者检查，最后它通过开发者用来更改软件的相同流程合并到主分支上。","整个流程在 Issue 出现之前就已开始。我打开 GitHub Copilot，大致说：“我想在十一月举办一次关于 AI 辅助开发的网络研讨会。”","接下来发生的事情由我们代码库根目录下的一个名为 AGENTS.md 的文件决定。它是我们团队的操作手册，用普通的 Markdown 编写，定义了我们如何命名活动、财务季度如何对应日期、每个区域使用哪个时区，以及一封优秀的邀请邮件应该是什么样子。GitHub Copilot 会读取它，然后找到类似的过去活动，提出一个遵循我们命名规则的活动名称，起草两版邀请邮件，并根据操作手册提出应问的问题。","将对话放在流程前端本身就是一个设计决策，它同时解决了两个问题。自动化一切，你会失去灵活性；当你希望这个活动有所不同的时候，一个僵硬的流程没有地方说明这一点。但如果让人工填写一切，你就会出错。对话正好处于二者之间。GitHub Copilot 遵循模板，因此落在 Issue 中的数据是正确的数据、正确的格式。而且因为这是对话，我可以在不破坏下游机制的情况下，为这一活动调整细节。","当我们开始时，这段对话是在 GitHub Copilot CLI 中进行的：https://github.com/features/copilot/cli，在终端中进行的。对我来说没问题，但“打开终端”对许多人来说是一个障碍，而我很希望将他们引入这个工作流程。使用 GitHub Copilot 应用：https://github.com/features/ai/github-app，现在同样的对话可以在普通桌面窗口中进行。入门门槛从“熟悉命令行”降到了“会打字”。"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"GitHub Blog 摘要称，GitHub 日韩地区营销负责人 Tomoko Tanaka 分享了一种不写代码、借助 GitHub Copilot 自动化活动运营的做法。标题进一步将范围指向从活动规划到后续跟进的流程。","background":"公开材料将该内容归入行业动态，来源为 GitHub Blog。现有正文摘录主要介绍人工智能、机器学习、生成式人工智能、GitHub Copilot 和代码生成等主题，未提供具体活动案例、操作步骤或效果数据。","viewpoint":"Aioga 判断：该材料的核心价值在于展示营销人员尝试借助 Copilot 处理活动运营流程，但公开摘录不足以证明其实际自动化范围、执行效果或适用条件。","implications":"可能影响：营销团队可能继续关注不写代码使用 Copilot 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operasyonlarını GitHub Copilot ile nasıl otomatikleştirebileceğini paylaşıyor.","category":"行业动态","source":"GitHub Blog","aggregationSource":"GitHub Blog","pageTitle":"GitHub Kore ve Japonya pazarlama sorumlusu, GitHub Copilot ile etkinlik operasyonlarını nasıl otomatikleştiriyor - Aioga AI Haberleri","description":"GitHub Japonya ve Kore bölgesi pazarlama sorumlusu Tomoko Tanaka, kod yazmadan etkinlik operasyonlarını GitHub Copilot ile nasıl otomatikleştirebileceğini paylaşıyor.","url":"https://www.aioga.com/tr/news/cmtxbm8dp037xrouueja171wr/","contentTranslated":true,"sourceHash":"dc8b63f3364e6ed1","translatedAt":"2026-09-11T19:30:57.618Z"},"vi":{"title":"Trưởng phòng marketing Nhật Bản và Hàn Quốc của GitHub sử dụng GitHub Copilot như thế nào để tự động hóa hoạt động sự kiện","summary":"Tomoko Tanaka, người phụ trách marketing khu vực Nhật Bản và Hàn Quốc của GitHub, chia sẻ cách không viết mã mà giao việc vận hành sự kiện cho GitHub Copilot tự động hóa.","category":"行业动态","source":"GitHub Blog","aggregationSource":"GitHub Blog","pageTitle":"Trưởng phòng marketing Nhật Bản và Hàn Quốc của GitHub sử dụng GitHub Copilot như thế nào để tự động hóa hoạt động sự kiện - Tin tức AI Aioga","description":"Tomoko Tanaka, người phụ trách marketing khu vực Nhật Bản và Hàn Quốc của GitHub, chia sẻ cách không viết mã mà giao việc vận hành sự kiện cho GitHub Copilot tự động hóa.","url":"https://www.aioga.com/vi/news/cmtxbm8dp037xrouueja171wr/","contentTranslated":true,"sourceHash":"dc8b63f3364e6ed1","translatedAt":"2026-09-11T19:31:00.117Z"},"id":{"title":"Bagaimana Kepala Pemasaran Jepang dan Korea di GitHub Menggunakan GitHub Copilot untuk Mengotomatiskan Operasi Acara","summary":"Tomoko Tanaka, Kepala Pemasaran GitHub untuk kawasan Jepang dan Korea, berbagi cara mengotomatiskan operasi acara dengan GitHub Copilot tanpa menulis kode.","category":"行业动态","source":"GitHub Blog","aggregationSource":"GitHub Blog","pageTitle":"Bagaimana Kepala Pemasaran Jepang dan Korea di GitHub Menggunakan GitHub Copilot untuk Mengotomatiskan Operasi Acara - Berita AI Aioga","description":"Tomoko Tanaka, Kepala Pemasaran GitHub untuk kawasan Jepang dan Korea, berbagi cara mengotomatiskan operasi acara dengan GitHub Copilot tanpa menulis kode.","url":"https://www.aioga.com/id/news/cmtxbm8dp037xrouueja171wr/","contentTranslated":true,"sourceHash":"dc8b63f3364e6ed1","translatedAt":"2026-09-11T19:31:46.138Z"},"th":{"title":"หัวหน้าการตลาดญี่ปุ่นและเกาหลีของ GitHub ใช้ GitHub Copilot เพื่อทำให้การดำเนินงานกิจกรรมเป็นอัตโนมัติอย่างไร","summary":"ทาโมโกะ ทานากะ หัวหน้าฝ่ายการตลาดของ GitHub ในภูมิภาคญี่ปุ่นและเกาหลี แชร์วิธีการไม่ต้องเขียนโค้ด และมอบการดำเนินงานกิจกรรมให้ GitHub Copilot ทำงานอัตโนมัติ","category":"行业动态","source":"GitHub Blog","aggregationSource":"GitHub Blog","pageTitle":"หัวหน้าการตลาดญี่ปุ่นและเกาหลีของ GitHub ใช้ GitHub Copilot เพื่อทำให้การดำเนินงานกิจกรรมเป็นอัตโนมัติอย่างไร - ข่าว AI Aioga","description":"ทาโมโกะ ทานากะ หัวหน้าฝ่ายการตลาดของ GitHub ในภูมิภาคญี่ปุ่นและเกาหลี แชร์วิธีการไม่ต้องเขียนโค้ด และมอบการดำเนินงานกิจกรรมให้ GitHub Copilot ทำงานอัตโนมัติ","url":"https://www.aioga.com/th/news/cmtxbm8dp037xrouueja171wr/","contentTranslated":true,"sourceHash":"dc8b63f3364e6ed1","translatedAt":"2026-09-11T19:31:50.879Z"},"pl":{"title":"Jak lider marketingu GitHub w Japonii i Korei Południowej wykorzystuje GitHub Copilot do automatyzacji działań operacyjnych","summary":"Tomoko Tanaka, kierownik ds. marketingu GitHub w regionie Japonii i Korei, dzieli się, jak bez pisania kodu przekazać obsługę działań marketingowych automatyzacji przez GitHub Copilot.","category":"行业动态","source":"GitHub Blog","aggregationSource":"GitHub Blog","pageTitle":"Jak lider marketingu GitHub w Japonii i Korei Południowej wykorzystuje GitHub Copilot do automatyzacji działań operacyjnych - Aioga Wiadomości AI","description":"Tomoko Tanaka, kierownik ds. marketingu GitHub w regionie Japonii i Korei, dzieli się, jak bez pisania kodu przekazać obsługę działań marketingowych automatyzacji przez GitHub Copi...","url":"https://www.aioga.com/pl/news/cmtxbm8dp037xrouueja171wr/","contentTranslated":true,"sourceHash":"dc8b63f3364e6ed1","translatedAt":"2026-09-11T19:32:41.895Z"}},"evidenceTier":"verified-news","reviewStatus":"editorial-selected","indexable":true,"editorialCover":""}}