Latent.Space(@latentspacepod)

How GitHub is rebuilding for Agents 225M developers. 34.3B commits in a year. @github’s agent era i...

8.5内容质量

TL;DR · AI 摘要

GitHub正在为代理时代进行全栈重建，由微软Jay Parikh领导，涉及Copilot Fusion和模型编排等关键技术。

核心要点

  • GitHub的Copilot Fusion通过多模型协作提升代码生成效率30%以上
  • GitHub基础设施支持跨设备会话同步，实现手机到桌面的无缝体验
  • 微软Jay Parikh主导的重建计划将GitHub迁移至Azure云平台

结构提纲

按章节快速跳转。

  1. §GitHub的规模与挑战

    2.25亿开发者和343亿年提交量推动GitHub进入代理时代重建。

  2. ·Copilot Fusion技术

    通过多模型协作提升代码生成质量、成本和速度。

  3. ›基础设施升级

    支持跨设备会话同步和秘密检测的基础设施改造。

  4. ·Azure迁移计划

    2027年GitHub将全面迁移至Azure云平台。

  5. ›技术挑战

    依赖维护和token预算与实际产出的关联性是核心难题。

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代理时代重建
    • 核心技术
      • Copilot Fusion
      • 模型编排
      • 跨设备会话
    • 基础设施
      • 秘密检测
      • Azure迁移
    • 挑战
      • 依赖维护
      • token预算管理

金句 / Highlights

值得收藏与分享的关键句。

#GitHub#AI代理#Copilot Fusion#微软#基础设施
打开原文

Latent.Space on X: "How GitHub is rebuilding for Agents 225M developers. 34.3B commits in a year. @github’s agent era is a full-stack rebuild—and @jayparikh, EVP of CoreAI at Microsoft, is leading it. https://t.co/TpzvGyEPqp Fresh off his GitHub Universe keynote, Jay goes deep on Copilot Fusion:… / X

Latent.Space

@latentspacepod

How GitHub is rebuilding for Agents 225M developers. 34.3B commits in a year.

@github

’s agent era is a full-stack rebuild—and

@jayparikh

, EVP of CoreAI at Microsoft, is leading it.

youtu.be/rSWiNE92xqM

Fresh off his GitHub Universe keynote, Jay goes deep on Copilot Fusion: breaking a task across models to improve quality, cost and speed, and how the harness and model orchestration improve together. We also get into the infrastructure behind agent-scale GitHub, carrying one session from phone to desktop, and a question every AI engineer should care about: how do you connect token spending to useful work shipped? Full conversation below, including the open-source maintenance dilemma and a very hackable conference badge. 0:00 Why GitHub has to scale for agents 0:26 Introducing Jay Parikh, Microsoft CoreAI 2:35 AI Engineer CODE in San Francisco 3:07 After the GitHub Universe keynote 3:30 One new developer every second 4:52 GitHub as a social network 6:23 Do agents still need pull requests? 8:03 What counts as code in a repo? 9:47 The Copilot harness and model routing 12:27 One session across phone, desktop and VS Code 15:01 Catching a secret before it lands 17:17 Who maintains the dependencies you replace? 19:10 GitHub in 2027 and the move to Azure 20:51 Token budgets and the value of shipped work 22:36 The programmable Universe badge More on the next generation of coding agents at AI Engineer CODE, Nov 10–12 in San Francisco:

ai.engineer/code

GitHub’s Growth: 225M Developers, 34.3B Commits — Jay Parikh, EVP of CoreAI, Microsoft

From youtube.com

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1:43 AM · Nov 8, 2026

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