What should I be learning now to prepare my team for multi-agent workflows?

To prepare your team for multi-agent workflows, start with mindset before skills. The teams that adopt multi-agent systems successfully aren't necessarily the most technical. They're the ones who understand why workflows matter and can see their own work through that lens.

Begin by building awareness of what workflows actually are. A workflow is just a series of steps where the output of one step becomes the input of the next. Your team already works this way, even if they don't call it that. A blog post starts with research, moves to outlining, then drafting, then editing. A campaign report starts with data gathering, moves to analysis, then summary. Help your team recognize these patterns in their daily work. When people see that they already think in steps, the concept of multi-agent workflows clicks faster.

Next, practice identifying which tasks are worth breaking down. Not everything benefits from a multi-step approach. Simple, one-shot tasks work fine with a single agent or even a quick prompt. But repetitive processes with clear phases are ideal candidates. Have your team audit their recurring work: What do they do every week or month? What has a predictable sequence? What involves gathering information, then transforming it, then producing an output? These conversations surface the workflows hiding in plain sight.

Finally, discuss why this matters. Multi-agent workflows let you assign specialized agents to each step, which produces better results than asking one agent to do everything. They also create natural checkpoints where you can review progress before moving forward. When your team understands the "why," they'll start spotting opportunities on their own. That curiosity is more valuable than any specific technical skill you could teach upfront.