Cracking the TAO Code

You're helping Bella Vista restaurant implement an AI reservation agent to handle their overwhelming phone traffic. The owner says: "I read about something called the Thought-Action-Observation cycle for AI agents. What is this TAO thing and why does our reservation system need it?"

Which explanation best describes the Thought-Action-Observation (TAO) cycle to the restaurant owner?