Claude Code for SWE Teams: Building a Shared AI Coding Toolkit

🤝 Want your team maximizing Claude? I run 1:1 and team AI workshops for companies doing $1M+ per year: https://aibuilder.academy/yt/-tk2mG0eXOI Coding agents are eating SWE work. Here, I describe how teams can use Claude Code to ship 10X faster via harness engineering. ▶️ AI Coding Playlist: https://www.youtube.com/playlist?list=PLz-ep5RbHosVfra9AXAOq105gzlXY4HsT 💻 Example GitHub Repo: https://github.com/ShawhinT/claude-for-swe-teams References [1] https://fortune.com/2026/01/29/100-percent-of-code-at-anthropic-and-openai-is-now-ai-written-boris-cherny-roon/ [2] https://openai.com/index/harness-engineering/ Intro - 0:00 SWE has changed - 0:50 AI coding bottlenecks for teams - 1:33 Reimagining SWE - 3:51 Claude Code - 4:59 3 Primitives for Harness Engineering - 7:08 Primitive 1: MCP - 7:43 Primitive 2: Skills - 10:29 Primitive 3: Hooks - 15:09 Combining Primitives - 17:24 Team vs Individual Primtiives - 18:08 Example Coding Harness - 19:33 Takeaways - 25:32