AI Inside & Out: Managing the New Risks in Your Code & Apps

AI is powering both sides of the software equation—fueling unprecedented productivity gains, and introducing new layers of risk in the code and models shipping to production.

In this episode, Mark and Dana explore what it means to manage these AI-driven risks across both AI-generated code and AI-embedded applications. They unpack the growing attack surface, the blind spots created by vibe coding, and the emerging need for AI model SBOMs and reputation scoring.

Along the way, they highlight the critical role of ASPM in giving security teams the visibility, context, and governance needed to protect this new generation of applications—whether they’re built by humans, agents, or both.