Code Quality
Cybersecurity statistics about code quality
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73% of organizations say overall code quality has improved with AI coding tools.
GitLab•6/28/2026•
AI Coding
74% of organizations report that at least 25% of AI-generated code requires significant rework in the past 12 months.
New Relic•6/15/2026•
AI CodingTechnical Debt
64% of development teams express moderate or extreme concern about AI coding assistants introducing security defects or vulnerabilities.
Black Duck•6/15/2026•
Security VulnerabilitiesRisk Management
48% of development teams experience bottlenecks in code rework related to AI-generated code.
Black Duck•6/15/2026•
Software DevelopmentAI-Generated Code
Code duplication increases from 10.5% to 13.5% when using AI coding assistants.
Opsera•2/4/2026•
Software Development