Agentic artificial intelligence (AI) represents a paradigm shift in how we conceptualize and interact with intelligent systems. Unlike traditional AI that primarily focuses on analysis, agentic AI emphasizes the ability of agents to proactively make actions within dynamic environments. This involves a complex interplay of understanding the world, r