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AI ENGINEERING REPORT Q3 2026

The Speed Trap

The definitive data on how deepening AI usage impacts software engineering. Where AI is accelerating delivery, where pressure is building downstream, and how engineering leaders should respond.

  • AI acceptance rates have surged
  • Engineering controls have not kept pace
  • The most recent year of telemetry from 22K developers across 4K teams with high AI adoption