Free preview lesson · AI Agents & Autonomous Workflow Automation · Module 1: Agent architectures
ReAct and plan-and-execute
An agent is a loop: the model reasons about a goal, chooses an action, observes the result and repeats until done.
Reason
The model decides what to do next given the goal and what it has seen.
Act
It calls a tool, such as a search or an API.
Observe
The result is added to context and the loop continues.
Common pitfall
Giving an agent powerful tools without limits or review.
Action step
Write down a three-step task and the tools an agent would need for each step.
This is one lesson from AI Agents & Autonomous Workflow Automation.
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