The OWASP Global AppSec USA conference highlighted the rapid evolution of application security, emphasizing two new categories in the OWASP Top 10 Web Application Security Risks: Insecure Design and AI-Driven Vulnerabilities. These additions reflect the changing landscape where AI systems are increasingly influencing software development, leading to new risk surfaces from AI-generated code and challenges for AppSec teams struggling to keep pace with AI-driven development. The conference underscored the importance of governance and prevention, advocating for security policies at the point of code generation rather than relying solely on traditional detection methods. The concept of "agentic security" emerged, focusing on embedding security within AI systems to regulate their behavior during the code creation process. Arnica's AI security suite, Arnie, addresses these challenges by integrating adaptive AI reasoning with traditional static analysis to detect vulnerabilities in real time and enforce security standards directly within AI coding tools, marking a shift towards proactive application security strategies.