You actually probably don't need reasoning, as the old non reasoning models like 4o can do this too.

In the past, the agent type flows would work better if you prompted the LLM to write down a plan, or reasoning steps on how to accomplish the task with the available tools. These days, the new models are trained to do this without promoting