Given we know different prompts perform better on different tasks (via evals, papers, etc), you can think of multiple agents interacting (especially when there's a specialized "router" or orchestrator) as sub problems of a larger task being solved by "agents" specialized for that task - prompts + context crafted for that sub-problem.