Domesticating AI: Why vibe coding feels like cheating

New Atlas | Aug 2, 2026 at 2:03 AM
  • Teaching an AI assistant a custom wake word sounds like the sort of project you’d expect to find in the hands of a machine learning engineer.
  • If you’ve spent years mastering software engineering, algorithms, architecture, debugging and security, watching AI lower the barrier to entry must feel much as it did for professional musicians in the 1990s.
  • It’s that, for the first time, millions of people can create software without first spending years learning the language of the machine.