Structural retrieval shows promise over basic RAG for agent failure prediction on trajectory snapshots

A structural retrieval engine with KNN voting shows a promising signal over basic RAG: AUC = 0.705...

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Orchestrating Agents: Nobody Decides Who Goes Next

In a Strands swarm, routing is a model's tool call and termination is silence. Real runs against strands-agents 1.63.0 show what 'completed' actually means: nobody asked for help.