The era of Agentic AI in Software Development is highlighted by autonomous entities designed to handle end-to-end software tasks with minimal human intervention. Researchers are exploring the potential of AI agents that can think, plan, and act independently in complex environments, aiming to revolutionize various industries. A team of researchers has introduced EVOAGENT, utilizing Evolutionary Algorithms to advance Agentic AI capabilities. The importance of Agentic AI in mitigating the over-specialization of models like LLMs is emphasized, showcasing the need for these autonomous systems to address evolving challenges.