Explore the critical intersection of application security and generative AI in this 52-minute conference talk from LASCON. Evaluate how current AppSec programs measure up against the security challenges posed by the rapid adoption of GenAI in application development. Discover insights into three major GenAI application types and CodeGenAI security threats, examining their impact on established security practices. Learn whether existing AppSec measures effectively counter new GenAI application threats, understand where security controls may need enhancement or addition, and address emerging security challenges in traditional applications built with AI assistance. Gain practical knowledge for assessing and improving your organization's AppSec readiness in an AI-driven development landscape.