Duolingo 如何通过 AI 教育实现自主代码审查
原标题：Presentation: Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review
AI 摘要
Duolingo 软件工程师 Sarah Deitke 在 InfoQ 演讲中介绍了其 DevEx AI 团队如何通过 AI 素养教育推动工程组织采用 AI。团队提供实验室式工作坊、AI 可观测性仪表盘和实时办公时间，帮助工程师掌握 MCP 服务器、Cursor 规则、LLM 批处理请求与评估等技能。这些教育举措为重新设计代码审查流程、引入自主 AI 代理奠定信任基础，并推动 AI 使用扩展到学习设计师、QA 等非工程角色。
正文节选
Transcript Sarah Deitke: I'm a software engineer at Duolingo. I've worked there for about two years. Most of that time has been dedicated to the team that I'm on, called DevEx AI. You might be familiar with the traditional DevEx team, working on things like merge queues, CI/CD, the works like that. My team takes a different angle at that. We're focused on how do we enable our engineers to use AI effectively in their workflows. That's what my talk today is mostly about. What I'll cover in this ta