Insights for Engineering Excellence
engineering capacity planning AI
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

August 28, 2026
When AI Frees Capacity and Output Stays Exactly Flat
AI freed capacity, delivery stayed flat. The demand-side leak is invisible to cycle time and DORA metrics — here's what to measure to catch it.AI freed capacity, delivery stayed flat. The demand-side leak is invisible to cycle time and DORA metrics — here's what to measure to catch it.