Developer Productivity
Cybersecurity statistics about developer productivity
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AI-generated pull requests wait 4.6 times longer for review than human-written pull requests.
Opsera•2/4/2026•
Code Review
AI-assisted workflows achieve a 48–58% faster Time-to-Pull Request (PR) on average.
Opsera•2/4/2026•
Software DevelopmentWorkflow Efficiency
Organizations classified as 'Exceptional' in AppSec maturity are 3.6 times more likely to achieve a 20% or greater improvement in developer productivity compared to those in the 'Evolving' category.
Fastly•1/1/2026•
AppSec MaturityApplication Security