AI coding assistants are rapidly transforming the software development landscape, but as these tools get embedded in development workflows, the security stakes are rising. A vulnerability or defect in safety-critical software can have significant consequences. Organizations must implement effective strategies for managing AI-generated code and comprehensive application security (AppSec) testing to ensure the reliability and safety of their software.