This article gives a good definition of AI agents vs workflows, since many use commonly conflate the 2 terms.
Workflows are systems where LLMs and tools are orchestrated through predefined code paths. Agents, on the other hand, are systems where LLMs dynamically direct their own processes and tool usage, maintaining control over how they accomplish tasks.