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Learndbt Labs Blog·October 26, 2026·Daniel Poppy

How a data scientist at Kilo built the business context layer his AI agents were missing

Summary

A data scientist at Kilo built an AI context layer that captures organizational knowledge a dbt project alone can't hold, giving AI agents the business context they were missing. The post walks through how that layer works and why dbt models by themselves fall short for agent-driven analytics.

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