Your AI Coding ROI Is Disappearing and Your Dashboard Won't Tell You
The dashboard looks great. The delivery numbers don't.
Your AI coding dashboard looks great. Acceptance rate up. Lines generated up. Developer satisfaction scores up. Your team is thrilled. Management is impressed. The slide deck practically writes itself.
Now ask a different question: has your cycle time improved? Has your post-merge defect rate gone down? Has your review burden per PR decreased?
If you don't know the answers to those questions, you don't know if AI is helping. You know your team feels good. That's not the same thing.
