Context & Chaos
Prukalpa, Mahdi Karabiben, Sandipan Bhaumik, Charlotte Ledoux, Michele Nieberding, Marc Dupuis, Jessica Talisman, Gaurav Ramesh, Vivek Dubey, Digital Gene Tech, Vince Dacanay, Shubham Bhargav, Tathagata Das Sarma, Manoj ShanmugasundaramA human-first community newsletter exploring the future of context engineering and AI. One story, one lesson, and one shared insight at a time. Curated with \ud83d\udc99 for the humans of data & AI.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 102 | Subscribers | Read | metadataweekly.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Context Graphs as AI Evaluation Infrastructure
About the Author: Sandipan Bhaumik have spent almost 2 decades building Data & AI foundations. Now, through AgentBuild Weekly, he shares how builders and founders can move beyond AI hype to create Agentic systems that think, adapt, and trul...
Metadata Weekly Is Now Context and Chaos (& Cats!)
> Originally published on Context & Chaos community platform.
BI-Ready Is Not AI-Ready
Here’s a pattern we keep seeing in 2026: a data team with mature BI, solid governance, respectable quality scores, and AI pilots that go nowhere.
Gartner D&A 2026: Where the Context Layer Became a Budget Line Item
Something shifted at Gartner D&A 2026. Not in a “here’s a new buzzword” way. In a “the analysts and the enterprises arrived at the same conclusion at the same time” way.
Authors
The writers behind this newsletter.
Co-Founder at Atlan – Home for Data Teams \ud83d\udc99 I write about my experiences as a data leader, lessons and best practices on building a strong data culture, and musing on metadata. ✨
Product @Neo4j - I write about data engineering, analytics, and the intersection of data and product.
I’ve spent almost 2 decades building Data & AI foundations. Now, through AgentBuild Weekly, I share how builders and founders can move beyond AI hype to create Agentic systems that think, adapt, and truly work.
Giving tips about Data Governance every 2 weeks. And Data Strategy. And Data Literacy.
Director of Product Marketing with over 12 years of experience in B2B tech.
Building the world's most powerful AI data analysis platform for GTM and product analytics @ Fabi.ai
The Ontology Pipeline | Knowledge Infrastructure
Director of Engineering at OpenTable, leading guest data platforms and CRM systems for restaurants. I love building analytical products and bridging business strategy with execution. I write about technology, leadership, and organizational dynamics.
Product, Growth & Community, proudly human at Atlan \ud83d\udc99 Bring your voice to Humans of Metadata Weekly. Let’s share it.
AI engineer and enthusiast
Data & AI leader with 20+ years building production platforms. I help people navigate what actually works: enabling governance, semantic layers for agents, and people-first technical leadership.
I explore how AI reshapes analysis, how data powers decision-making, and how finance — especially options trading — can be approached with engineering clarity. My goal is to simplify complex systems into actionable insights for curious minds.
I work at the intersection of AI, metadata, and data platforms, focusing on analyst relations and market intelligence. I write to connect emerging trends to real market impact, always learning along the way.
Specializing in cloud and data solution architecture to address complex business challenges. Proven success in driving cloud transformations, migrations, and strategy for large, complex accounts, while aligning with stakeholders and CxOs.
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