Traditional security tools are inadequate for the dynamic and ephemeral nature of cloud-native and AI-driven environments, necessitating a more contemporary approach like AI-powered Dynatrace Cloud Security, which aligns with Cloud Application Detection and Response (CADR). This approach addresses the limitations of traditional security controls, outdated compliance practices, and ineffective threat detection by integrating real-time observability with security analytics, enabling organizations to detect, respond to, and manage risks effectively. CADR focuses on securing containerized applications and microservices by providing context-rich insights into application behavior and vulnerabilities, facilitating autonomous action and streamlined incident response. Dynatrace's solution leverages full-stack observability, automated log collection, and a unified platform to offer comprehensive security coverage across various attack stages, empowering security operations with actionable insights. By converging observability and security, Dynatrace enhances threat detection and response capabilities, making cloud security operational and efficient, and positioning CADR as a strategic evolution for modern workloads.