GitHub 面向智能体重构全栈架构，Jay Parikh 谈 Copilot Fusion 模型路由
How GitHub is rebuilding for Agents 225M developers. 34.3B commits in a year. @github’s agent era i...
GitHub 的 Jay Parikh 讲 Copilot Fusion 怎么把任务拆给不同模型跑，还有智能体规模的基础设施细节，做 AI 工程的可以听听
GitHub 目前拥有 2.25 亿开发者，一年产生 343 亿次提交。微软 CoreAI 执行副总裁 Jay Parikh 在 GitHub Universe 主题演讲后详解 Copilot Fusion：将任务拆分到不同模型以平衡质量、成本和速度。访谈还覆盖智能体规模下的基础设施、跨手机与桌面的一次会话流转、以及如何把 token 消耗和实际交付的工作挂钩。
How GitHub is rebuilding for Agents 225M developers. 34.3B commits in a year. @github’s agent era i...
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 💬 4 🔄 1 ❤️ 3 👀 765 📊 5 ⚡
