The rise of AI‑generated code is creating a dangerous gap in application security. With half of teams using AI coding assistants and a third producing codebases where more than 60% of the code is AI‑generated, developer ownership is declining while risks grow. Yet only a small share of organizations have formal AI usage policies, leaving security blind to unmanaged code and shadow development. As developers increasingly shift to “just deploy,” AppSec struggles to keep pace, creating a false sense of safety in an environment where speed and automation introduce new vulnerabilities at unprecedented scale.

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