How does the agent loop work?

Put the ingredients together and you get the loop that defines an agent: reason, act, observe, repeat. The model thinks about the goal and picks a next step. It calls a tool. The result comes back. The model reads that result and decides whether it is done or needs another step. This cycle is what lets an agent handle open-ended work that no single response could finish.