Multi-agent engineering assistant with Nova and Bedrock AgentCore

The system retrieves multimodal data, scores candidates via deterministic rules and visual similarity, and generates audit trails without making substitution decisions. Engineers remain the final decision-makers, with all evidence formally documented and traceable.

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