Noel Victor

Notes

The AI burnout pattern nobody is flagging

  • opinion
  • engineering management

Coding used to alternate hard problems with familiar patterns. The familiar stretches were recovery time, even if nobody called them that.

AI compresses the familiar away. Every remaining task is novel, so cognitive load rises faster than output does.

That is how you quietly burn out your best engineers.