INTRODUCTION: The rapid advancement of artificial intelligence has transformed traditional software systems into intelligent solutions capable of decision-making and automation. However, most conventional AI systems still depend heavily on human intervention and predefined workflows. As software systems become more complex and dynamic, there is an increasing need for AI solutions that can operate independently, adapt to changing environments, and pursue long-term goals. Agentic AI systems represent a major evolution in artificial intelligence by introducing autonomous agents that can reason, plan, and act without continuous human supervision. These systems go beyond passive response mechanisms and actively take initiative to complete tasks, making them highly suitable for modern applications such as autonomous software development, intelligent assistants, and complex system management. Agentic AI marks a shift from tool-based AI to goal-driven, self-directed intelligence. RI...