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In a workflow, your code decides every step. The LLM is powerful — but it follows your instructions. In an agent, the LLM decides what to do next, which tool to call, and when to stop. Part 2 breaks down exactly how that works side by side, explains the spectrum between pure workflows and fully autonomous agents, and gives you a simple test ...

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