Think long context windows & vector search make #AIagents production-ready?…

InfoQ@techhub.social · 2026-09-17 15:30

Think long context windows & vector search make #AIagents production-ready? Think again.

Cassie Shum explains how #KnowledgeGraphs can become the operational substrate for agentic systems - providing structured domain knowledge, context bundles, and SDLC patterns.

Less token overhead. Stronger engineering standards. Less AI slop.

🔗 Watch now (transcript included): https://www.infoq.com/presentations/knowledge-graphs-agentic-systems-patterns/

#AgenticAI #SoftwareArchitecture #AI #InfoQ

From Retrieval to Reasoning: Building Production-Ready Agentic AI Systems with Knowledge Graphs

Cassie Shum discusses why knowledge graphs serve as a critical foundation for agentic systems. Moving beyond basic RAG, she explains 4 practical architectural patterns: context bundling, decision provenance, code as truth, and agent visibility. She demonstrates an engineering harness built on a knowledge graph to streamline feedback loops, optimize token usage, and maintain system reliability.

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