This 44-minute OWASP Foundation talk explores the double-edged sword of AI-driven code generation technologies in software development. Discover how these tools can dramatically accelerate development cycles and reduce manual errors while understanding the significant risks they introduce, including security vulnerabilities, code quality issues, copyright concerns, and potential for bias. Learn essential mitigation strategies such as implementing comprehensive code reviews, continuous monitoring, rigorous testing frameworks, and clear organizational guidelines. Gain actionable insights for safely leveraging AI code generation tools while protecting your organization from associated risks, ensuring you can harness this transformative technology's benefits without compromising security or quality.