Everyone says they are “integrating AI.”
Most of them are just adding noise.
With AI:
Slack is louder.
Docs are longer.
Budgets are higher.
Bud roadmaps are somehow… slower 🤷
The uncomfortable truth is this:
AI rarely fails because of models. It fails because of engineers.
After watching multiple teams “adopt AI,” the same personalities keep showing up.
Recogniz…



