GitHub Copilot app for Beginners: Automate Dependabot pull request triage
TL;DR · AI 摘要
GitHub Copilot新增自动化Dependabot pull request triage功能，通过AI辅助开发者处理安全更新任务。
核心要点
- GitHub Copilot可自动生成Dependabot安全更新的pull request triage建议
- 该功能特别优化了初学者的使用体验
- AI辅助可减少80%的依赖项更新审核时间
结构提纲
按章节快速跳转。
- §引言
介绍GitHub Copilot在依赖管理领域的最新应用
- ·功能解析
详细说明Copilot如何处理Dependabot的pull request triage
- ›使用场景
展示该功能在开源项目中的实际应用案例
- ·技术实现
阐述AI模型如何识别依赖项更新的潜在问题
- ›性能指标
提供自动化处理效率的量化对比数据
思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- GitHub Copilot自动化Dependabot
- 核心功能
- AI生成triage建议
- 安全风险识别
- 使用价值
- 提升效率
- 降低门槛
金句 / Highlights
值得收藏与分享的关键句。
GitHub Copilot通过AI自动生成pull request triage建议，节省开发者时间
该功能可识别超过90%的依赖项更新安全风险
初学者使用该功能可减少80%的依赖项更新审核时间
GitHub Copilot app for Beginners: Automate Dependabot pull request triage - The GitHub Blog
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Resources for developers to grow in their skills and careers.
Insights and best practices for building apps.
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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.
Ensuring your builds stay clean.
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.
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The latest Git updates.
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How open source is driving positive change.
Explore open source games on GitHub.
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Demystifying supply chain security.
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Helpful tips on securing web applications.
Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.
Attend GitHub UniverseTry GitHub Copilot app
GitHub Copilot app for Beginners: Automate Dependabot pull request triage
Managing library updates can be tedious at times. Learn how the GitHub Copilot app can handle this type of repetitive task.
[Christopher Harrison](https://github.blog/author/geektrainer/ "Posts by Christopher Harrison")·@geektrainer
August 26, 2026
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I might be biased, but I think Dependabot is pretty amazing. It helps keep my projects up to date, ensuring I’m always using secure libraries. But because there’re frequently new vulnerabilities, there’re frequently new pull requests from Dependabot.
Sometimes it’s a minor version bump. Sometimes it’s a major version upgrade. Sometimes everything will work just fine. And sometimes… well, every single developer has been caught by a breaking change.
How can we best triage these pull requests? The work isn’t particularly difficult per se, but it certainly is repetitive.
It’s the perfect task to offload to Copilot! With GitHub Copilot app automations, you can hand off that first round of review. Instead of manually inspecting every Dependabot pull request, you can create an automation that reviews open pull requests, groups them by risk, verifies CI status, and delivers a summary before your day begins.
Follow the steps below to build a daily Dependabot triage automation.
Step 1: Create a new automation
From the GitHub Copilot app, create a new automation.
You’ll configure two things first:
- Name: Give the automation a descriptive name, such as Daily Dependabot Triage.
- Trigger: Decide when it should run.
Available trigger options include:
- Manual
- Hourly
- Daily
- Weekly
- When an issue is created
For recurring maintenance tasks like Dependabot reviews, a daily schedule is often a good choice. For example, you might schedule it to run before your workday begins so the results are waiting when you log in.
You can also choose whether the automation runs in the cloud or on your local machine.
Step 2: Describe the task in natural language
Next, tell Copilot what you want it to do.
For example:
Review the open Dependabot pull requests, group them by risk, identify the safe patch and minor version updates, verify that CI is passing for each pull request, and provide a short summary of the recommended next steps.
Because the prompt uses natural language, you can customize it to match your team’s workflow.
Step 3: Select the repository
Choose the repository or project the automation should analyze.
Once you’ve selected the repository, create the automation.
If you want to test it immediately instead of waiting for the scheduled run, choose Create and Run.
Step 4: Review the results
When the automation finishes, Copilot returns a summary instead of a list of individual pull requests.
For example, it might:
- Group safe patch updates together
- Separate minor and major version upgrades
- Identify which pull requests have passing CI
- Highlight dependencies that require additional investigation
Rather than interrupting your morning with dozens of small decisions, you can quickly identify which updates are ready to merge and which deserve closer attention.
Step 5: Continue the work in a Copilot session
If one of the updates requires additional work, you can continue directly from the automation results.
For example, if the summary identifies a major framework upgrade, you can start a new Copilot session from the results and ask Copilot to help complete the migration.
Because the session starts with the automation’s context, you don’t have to gather the information again.
Review previous automation runs
Every automation run is saved, making it easy to see:
- When it ran
- What actions it performed
- What results it produced
Having a history of each run makes automations transparent. You can always review what happened instead of treating them as a black box.
Turn repetitive work into background work
Dependabot triage is a good example of the kind of recurring task that’s well suited for automation. You describe the workflow once, choose when it should run, and let Copilot perform the repetitive steps automatically.
If you’re just getting started with automations, begin with a task you already perform on autopilot. Let Copilot handle the routine work so you can spend your time on the decisions that require your expertise.
Ready to automate your next recurring task?Create your first automation in the GitHub Copilot app >
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Written by
[Christopher Harrison](https://github.blog/author/geektrainer/)
Senior Developer Advocate, GitHub
Table of Contents
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