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GitHub is becoming Xiaohongshu, and WeChat Official Accounts are becoming GitHub. A dumpling shop owner vibe-codes a skill, a Hollywood star is the first author on a GitHub repo, and it's trending on Moments to distill colleagues into skills. But skills might not be the point—agent interoperability is.
Jensen Huang says coding agents will change the world, but actual users number only in the millions. The problem isn't skill—it's mindset. Three cognitive barriers keep most people out. Cross them, and you can delegate 95% of your computer work.
A non-technical outsider's experiment with Claude Code: 300,000 lines of code in 10 days, realized it was a dead end, tore it all down. 48 hours later, end-to-end working with less than 10,000 lines. Code is a liability, not an asset.
From code completion to vibe coding, AI programming has gone through three leaps. This isn't just about better tools—when AI learns to write code, it gains the key to control the entire digital world.
