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When the multi-agent split is wrong, and a single LLM call probably wins
Counter-narrative to 'agents everywhere'. Multi-agent systems pay a real latency, complexity, and observability cost. Here's the decision framework I use to decide whether to split, and three concrete cases where a single call beats N agents in a graph.