How Do You Prevent AI-Generated Code From Introducing Security Vulnerabilities?

You're watching your team ship code twice as fast with AI assistants. Velocity is up, sprint burndown looks fantastic, and your CEO is thrilled. Then your security team flags something: the AI generated a SQL injection vulnerability, hardcoded an API...