Keith Binkly is data-centered
Director of Analytics · Los Angeles
I build analytics operations and explore how semantic layers, AI agents, and knowledge engineering can make enterprise data actually useful. Currently leading data strategy across a BaaS division serving Apple Cash, Uber, Amazon, and Intuit.
dbt-agent
Active DevelopmentAn AI development infrastructure that transforms how analytics teams build data pipelines. 36 specialized skills, 320K+ lines of documentation, and a semantic layer that gives AI agents the context they need to write production-grade dbt code.
Library Update #8: The AI Value Chasm
84% of organizations are betting big on AI. 17% have made it work. That 67-point gap has a name now—but naming it doesn't close it. What does: context infrastructure.
The Feynman Test for Agent Infrastructure
A concrete test that separates real agent infrastructure from semantic layer theater: Can your system tell me what a specific agent knew at 2:14 PM last Tuesday?
A curated collection of articles, papers, and resources I've found valuable.