An agent that uses tools — calculator, datetime, and Wikipedia — to answer questions it can’t answer from training data alone, with a visible reasoning trace and a max-iterations guard so it can’t loop forever. This is the conceptual shift from “LLM that responds” to “LLM that acts” — every agent project after this one builds on the loop you implement here.