Graph Engineering Isn’t About More Connections — It’s About Which Ones Get Used

Adding more communication pathways between agents does not automatically enhance multi‑agent performance. In a controlled experiment with 50 runs, recovery stayed stable as relationship density increased from 20% to 100%, yet the proportion of edges actually used dropped sharply as the network grew denser. This highlights a disconnect between configured connectivity and the connections that are behaviorally utilized.

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