我们推出了ReviewBench，这是一个基于具有代表性的GitHub拉取请求、多源真实数据、校准评估和与生产环境对齐的指标的代码审查代理基准。文章《ReviewBench：一个开放的AI代码审查基准》首先发布在GitHub博客上。
We’re launching ReviewBench, a benchmark for code review agents built on representative GitHub pull requests, multi-source ground truth, calibrated evaluation, and production-aligned metrics. The post ReviewBench: An open benchmark for AI code review appeared first on The GitHub Blog .
学习如何指导AI代理，批判性地审查它们的输出，并将技术判断置于工作流程的中心。后AI时代正在改变开发人员的工作方式。以下是三项需要加强的技能。首次出现在 The GitHub Blog 上。
Learn to direct AI agents, critically review their output, and keep technical judgment at the center of your workflow. The post AI is changing developer work. Here are three skills to strengthen. appeared first on The GitHub Blog .
在普通英语中描述你需要的界面，然后让代理为你构建一个你可以共同使用和更新的实时界面——这样你就不用花太多时间去适应工具，而能更多地专注于完成工作。关于GitHub Copilot初学者的应用：如何使用画布构建自定义工作流程的文章首先出现在The GitHub Blog上。
Describe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done. The post GitHub Copilot app for Beginners: How to build custom workflows with canvases appeared first on The GitHub Blog .
当开发者需要的不仅仅是聊天框这样更具体的东西时，该怎么办呢？进入画布吧。文章《当聊天界面是错误的选择》首先出现在 GitHub 博客上。
What is a developer to do when they need something more tangible than a chat box? Enter canvases. The post When chat is the wrong UI appeared first on The GitHub Blog .
在这篇博客文章中，我解释了如何使用基于 GitHub Security Lab Taskflow Agent AI 框架的新模糊测试任务流。文章《使用 GitHub Security Lab Taskflow Agent 进行人工智能驱动的模糊测试》最先出现在《GitHub 博客》上。
In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog .
我们如何在 GitHub Copilot 应用中重建差异表面，以打开包含一百万行代码的拉取请求并包含数百条内联评审评论。文章《在 GitHub Copilot 应用中渲染巨大的拉取请求》首先出现在 GitHub 博客上。
How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog .
我们深入探讨了这些问题以及其他关于AI的热门观点，详情请见最新一期的GitHub播客。帖子《你应该阅读代码吗？RAG已经死亡了吗？Skills是否导致MCP崩溃？》最先发布在GitHub博客上。
We dive into these questions and other AI hot takes on the latest episode of the GitHub Podcast. The post Should you read the code, is RAG dead, and did Skills kill MCP? appeared first on The GitHub Blog .
以前，这样的规模是代理无法负担的。以下是将 Copilot 代理运行时移植到 800,000 行生产用 Rust 代码实际上所需的工作。帖子《使用 Copilot 将 GitHub Copilot 运行时迁移到 Rust》，首先出现在 The GitHub Blog 上。
A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took. The post Migrating the GitHub Copilot runtime to Rust, using Copilot appeared first on The GitHub Blog .
如果你能写下你如何完成工作，你就可以自动化它。以下是我在支持 GitHub 的亚太区营销团队时所做的事情。本文《营销运营即代码：从策划到后续跟进的自动化》最早发表于 GitHub 博客。
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. The post Marketing ops as code: Automating events from planning to follow-up on GitHub appeared first on The GitHub Blog .