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What Building a Knowledge Layer Taught Me About AI

calendar_today July 9, 2026 person Rachel Galvez domain precisely

Key Takeaways Connecting AI agents to APIs isn’t enough. They need a normalized knowledge layer to reason over verified data instead of inventing answers. Structured evidence stored in an intermediate layer prevents hallucinations by creating a deterministic boundary between retrieval and reasoning.

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