What is agentic AI and how does this differ from the traditional AI used in cybersecurity? ai vulnerability handling is a term used to describe autonomous, goal-oriented, systems that are able to perceive their environment, take decisions, and act to achieve specific goals. Unlike ai security for startups , which is often rule-based or reactive, agentic AI systems can learn, adapt, and operate with a degree of independence. In ai code analysis , agentic AI enables continuous monitoring, real-time threat detection, and proactive response capabilities.