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Data Engineering Insights & Guides

Practical perspectives on Databricks, Snowflake, dbt, and the evolving cloud data platform landscape.

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Data Engineering

How to Build a Modern Data Warehouse on Snowflake

Most data warehouse guides stop at three layers. We went to five — RAW, STAGING, WAREHOUSE, MASTER, and ANALYTICS — and learned a lot along the way. Here's why entity resolution deserves its own dedicated layer, and how dbt makes it manageable.

February 28, 2026·9 min read
UK Data Trends5 min read

Why UK SMEs Are Finally Taking the Modern Data Stack Seriously

For years, tools like dbt, Snowflake, and Dagster were seen as enterprise-only. A combination of freemium pricing, bette...

UK MarketModern Data Stack
January 15, 2026

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