A: https://drive.google.com/file/d/1xmwdO75P3MY7OsDyOZ_fsVVfF3LAji-a/view?usp=drivesdk

Hey there!
A multi-agent system, like the one in above marketing campaign diagram, brings some serious benefits. Think of it as an AI project team:
Instead of one AI trying to juggle everything (which can get confusing if it has too many tools or too much diverse knowledge), a "manager" agent (like the Chief Marketing Officer) delegates tasks. The "Content Writer" focuses on writing, the "SEO Manager" on keywords, and the "Graphic Designer" on visuals. Each specialized agent only has the tools and knowledge it needs for its specific job, making it more efficient and accurate.
This approach means tasks can often run in parallel, complex projects get broken down into manageable pieces, and the overall quality is higher because each "expert" agent is laser-focused. It's just a smarter, more robust way to get complex work done automatically.