Insights for Engineering Excellence
DORA metrics limitations
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September 24, 2026
The AI Leak Vanishes for One Person and Reappears for a Team. That Tells You Where It Lives
AI productivity gains don't leak in the pipeline - they leak in the coordination between people, where cycle time and DORA can't see. Here's the layer to measure.AI productivity gains don't leak in the pipeline - they leak in the coordination between people, where cycle time and DORA can't see. Here's the layer to measure.

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.