LangGraph is suitable for multi-Agent scenarios because it writes 'who hands control to whom' into the graph using explicit nodes and edges, and with checkpoints it can pause, resume or allow human intervention at any Agent boundary, which is difficult to achieve stably with pure prompt stacking.