1. Observe
Read context and data
2. Think
Plan next action
3. Act
Call tools and APIs
4. Learn
Evaluate and iterate
Traditional automation follows rigid rules: "if X, then Y." AI agents break this limitation. They observe context, reason about what to do, take action using tools, and learn from the result. This makes them perfect for automations that require judgment, natural language understanding, or handling edge cases.
If you've taken the Agentic Web course, you understand the theory. This module is about putting agents to work as practical automators.