Most people's experience with AI is a conversation with one assistant. ChatGPT, Claude, and similar products present one conversational partner. You ask it a question, it reasons, perhaps calls a few tools, and gives you an answer.

That experience creates a natural architectural instinct: if one agent is useful, make that one agent more capable....