Small language models such as LLaMa and Alpaca are revolutionizing the way applications can be secured. This talk will provide an overview of how to use small, off the shelf language models to enhance application security. We will discuss training, project scoping, and application considerations. We will also touch on the idea of intelligent CI/CD, Digital Twins for your best engineers, and scaling AI enhanced operations. This talk will provide a comprehensive overview of how to safely use AI within the walls of your organization, without leaking company secrets or business intelligence. Attendees will leave with the knowledge and skills to effectively implement small language models for application security.