I Added More AI Agents to the Problem. Nothing Changed.

Automated excerpt

I built one agent and multi-agent versions, put them through the same tests, and learned what actually mattered. Both versions implement the same interface, so the eval suite grades them without knowing which is which. return new AgentRun(classification, result, result. detail(), false, retrieved); triage. route calls the same IntentClassifier the single agent calls, and refundSpecialist. handle calls the same scoping, eligibility and gate objects. And once routed, the specialists call the same scoping check, the same policy engine, and the same risk gate, in the same order.

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