The mistake is committing too early. Start with one agent, learn where it struggles, then split off specialists for the tasks that need deeper accuracy or domain knowledge. That way you’re not over-engineering before you understand real usage, and you’re not stuck with a jack-of-all-trades that’s mediocre at everything. One interface, many skills just build the seams in from day one.