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Insights for Engineering Excellence

The AI Leak Vanishes for One Person and Reappears for a Team. That Tells You Where It Lives
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.

When AI Frees Capacity and Output Stays Exactly Flat
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.