Agents need structure
An agent is not only a chatbot. It is a model connected to tools, memory, context, policies, and review. Without structure, an agent becomes unreliable automation.
Lab method
Build one agent around one task, connect only necessary tools, log every step, evaluate with real cases, and add approval before irreversible actions.