Context & Chaos

eekly newsletter for enterprise data & AI practitioners and leaders

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A free weekly newsletter for enterprise data & AI practitioners and leaders. The field moved to context engineering. We moved with it. Every week, practitioners who are actually working in the trenches — not the ones writing about them from the sidelines — share what broke, what worked, and what they'd do differently. We cover context graphs, data contracts, retrieval architecture, agent memory design, AI governance, and the full stack of infrastructure that makes enterprise AI reliable at scale. Context & Chaos is a community led newsletter program distributed via Substack and LinkedIn to 20,000+ data and AI professionals worldwide. New issues land every week. All issues are free, permanently archived, and written for the people doing the work.

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Vivek Dubey

Featured Issue

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The Context Layer: Knowledge Graph's second act

A walkthrough of the talk Prukalpa gave at Knowledge Graph Conference, and the deck you can take to your CDO. Performance = Intelligence × Context. The gap is the diagnosis.

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