Time saved vs productivity perception gap While AI tools are proving effective at accelerating code-related tasks, developers remain unconvinced about their overall impact on productivity. Supporting this finding, only 6% of the 617 engineering leaders surveyed in LeadDev’s March 2025 Engineering Leadership Report reported a significant boost in productivity from AI tools. Despite the hype, 39% of
