06/02/2026
๐๐ ๐ฐ๐ผ๐ฑ๐ถ๐ป๐ด ๐๐ผ๐ผ๐น๐ ๐ฎ๐ฟ๐ฒ ๐ฐ๐ฟ๐ฒ๐ฎ๐๐ถ๐ป๐ด ๐ฎ ๐ฟ๐ฒ๐ฎ๐น ๐๐ต๐ถ๐ณ๐.
Founders, operators, and small teams can now build working apps faster than ever. That part is exciting.
But I am also seeing the other side of it.
The app works, but nobody fully understands it anymore. The AI loses context. Debugging gets harder. Security and documentation become afterthoughts. Eventually, the project starts to feel risky to change.
That is the tension behind my latest newsletter:
๐ฉ๐ถ๐ฏ๐ฒ ๐๐ผ๐ฑ๐ถ๐ป๐ด ๐๐ ๐๐ฟ๐ฒ๐ฎ๐ ๐จ๐ป๐๐ถ๐น ๐๐ต๐ฒ ๐๐ฝ๐ฝ ๐ข๐๐๐ด๐ฟ๐ผ๐๐ ๐๐ต๐ฒ ๐๐ต๐ฎ๐
I wrote about the top 5 issues I am seeing with AI-built apps and how Documentation-Driven Development can help founders keep control without slowing everything down.
Curious how others are handling this. Are you using AI to build software, internal tools, or prototypes yet?
https://www.linkedin.com/pulse/vibe-coding-great-until-app-outgrows-chat-michael-winkler-9tcuf