DevSecOps
Application security statistics, shift-left adoption rates, security testing in CI/CD, and developer security training metrics.
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91% of mobile app developers and security leaders prefer security that spans the entire software development lifecycle.
Guardsquare•2/22/2026•
Software Development LifecycleApplication Security
68% of organizations in North America and Europe at companies with at least 1,000 employees lack full visibility or governance over AI-generated code contributions (2026).
Keyfactor•2/4/2026•
Software DevelopmentAI-Generated Code
Just 51% of North American organisations report adopting DevSecOps
Checkmarx•8/14/2025•
AI
Only half of organisations surveyed actively use core DevSecOps tools.
Checkmarx•8/14/2025•
AI
63% still report moderate or significant friction in getting developers to adopt security team feedback, despite increased DevSecOps collaboration.
ArmorCode & Purple Book Community•4/28/2025•
AppSec