🤝 Your team not maximizing Claude? I run 1:1 and team AI workshops for companies doing $10M+ 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
Choose to Build with AI
Matched to AI Agents
AI Maker Residence 3
The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code.
Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence.
◆ Fri 09 Oct 2026◆ KOKO Cafe, London◆ With Nick Sarafa
