The Test Set by Posit Deeply Unsexy: SQL's Redemption Arc — with Tristan Handy
Apr 6, 2026
Tristan Handy, CEO of dbt Labs and pioneer of analytics engineering, reflects on SQL’s unexpected comeback and how dbt turned version control into a shared truth. He talks about the rise of analytics engineers, the magic of the dbt community, AI agents working on data warehouses, and what agents mean for permissions and open-source packages.
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DBT Turns SQL Into Engineered Workflows
- DBT elevates SQL to a first-class engineering workflow with version control, testing, macros, and docs.
- Tristan explains DBT targets data transformation, not charts or ingestion, to make curated datasets robust and shareable across many consumers.
Analytics Engineers Are Curators Not Explorers
- Analytics engineers focus on curation over exploration, organizing data so users can reliably find and use it.
- Tristan calls them "pissed off data analysts" who enjoy ordering the bookshelf and building semantically meaningful pipelines.
Casper Proved DBT Could Scale Production Work
- Early DBT adoption scaled at Casper where Scott Breiton-Arthur trained a dozen data people to use DBT for production pipelines.
- That internal use case flipped DBT from a productivity tool into something others wanted to adopt externally.