What is Agentic AI? How It matters in software testing
What is Agentic AI? Agentic AI refers to systems designed to act with autonomy, reasoning, and goal-directed behavior. Unlike traditional AI models that operate in a narrow, reactive scope—responding only when prompted Agentic AI agents can independently make decisions, plan multi-step actions, and adapt based on feedback. These agents are equipped with capabilities like memory, tool usage, and environmental awareness, making them significantly more versatile than static AI models or hardcoded automation workflows. Agentic AI vs. Traditional AI & Automation Traditional AI typically functions within a fixed set of instructions or responses. Even rule-based automation or robotic process automation (RPA) systems follow predefined scripts and lack the ability to deviate from them. In contrast, Agentic AI is dynamic and adaptive , capable of determining how to achieve a goal, which tools to use , and when to course-correct . It’s like upgrading from a calculator to an autonomous...