An AI agent is a system where Claude autonomously plans and takes actions, using tools in a loop, to accomplish a goal.
Unlike a single prompt and response, an agent decides what to do next based on intermediate results. Agents combine a model, a set of tools, and control logic that governs the loop and its stop conditions. Building dependable agents is the focus of the Agentic Systems Engineer certification.