The landscape of machine learning is rapidly evolving, with a powerful new paradigm gaining momentum: agentic AI. This isn't just about chatbots or image producers; it's about the emergence of autonomous agents – software programs capable of perceiving their environment, formulating approaches, and executing actions without constant human directi