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Cassie Shum, VP of Ecosystem Product Engineering at RelationalAI, presented on using knowledge graphs as the foundation for production-ready agentic AI systems. She outlined four architectural patterns: context bundling, decision provenance, code as truth, and agent visibility, moving beyond basic RAG retrieval.
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