ai‑driven developer metrics
7 Shocking Ways AI‑Driven Metrics Mask Real Developer Productivity
In a 2024 study of 1,500 engineering teams, 68% relied on commit counts alone, masking true delivery speed. Commit counts alone often hide real feature velocity, so managers need AI-quantified impact metrics to capture actual delivery speed. Developer Productivity: A Fresh AI-Driven View Key Takeaways * Code-review time outpaces feature