Agentic AI moves beyond simple chat interfaces to systems that autonomously execute multi-step tasks. These agents use reasoning loops to plan and interact with external software tools without constant human prompts. This transition shifts the developer's role from prompt engineering to workflow orchestration. It introduces new risks regarding autonomous error propagation in production environments.