Agents (general)

An agent is an LLM wrapped in a loop that lets it act, observe the result, and continue — rather than answering once and stopping.

The core loop:

1. Perceive — read the goal and the current state.
2. Decide — choose the next action (often a tool call).
3. Act — execute the action.
4. Observe — read the result, then go to 1.