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RepublicOfData.io intelligence

Evidence before opinion.

Market intelligence, hands-on investigations, independent analysis, and practical resources for people who build, manage, and scale data platforms.

Market shifts, hands-on experiments, and independent analysis, published when the work is ready.

Latest intelligence

Market intelligence

dbt v2: ten years from SQL tool to data platform

dbt v2 is here, ten years after the first releases. I revisit that history to put the latest announcements in perspective, examine dbt and Fivetran’s expanding role in the data stack, and question how they plan to build the context agents need.

Analysis

Your Semantic Layer Alone Is Not Ready for Agentic Analytics

Classic analytics needs definitions. Conversational analytics needs a human in the loop. Agentic analytics needs decision fitness: the definitions, assumptions, owners, constraints, provenance, and stop conditions that tell an agent when a number is safe to act on.

Practical resource

Improving Accuracy and Trust in Agentic Analytics

Semantic layers improve accuracy. Semantic lineage earns trust. Cube held an event this week and a lot of emphasis was on agentic analytics. One session that stood out for me

Practical resource

The Newsroom I Built on Top of My Data Pipeline

The Data Report is my weekly roundup of what's moving in the data practitioner's market. What vendors are shipping, what practitioners are arguing about, what'

Data Stack Tools Are Shipping Their Own Agent Context. I Tested Dagster's. The 7 Layers of Market Intelligence in a Box Agentic Data Fusion for Market Intelligence How AI Agents Assemble the Climate Narratives Report Exploring the Climate Resilience Data Platform: A Survey of Its Assets Orchestrating an AI Agent Prototype with Hex, Dagster, and LangChain 🤖 Unleashing Investigative Reporter AI Agents across a Data Platform: A Prototype Running a data mining operation using AI agents with Dagster and LangChain frameworks

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