Tools as capabilities

Agents act by invoking capabilities. Representing actions as tools allows behavior to be structured, reusable, and explicit in code.

• Defining tools as functions — Implementing actions as callable functions.
• Invoking tools dynamically — Selecting and calling tools programmatically.
• Handling tool outcomes — Interpreting results and updating state.