Caleb Royer didn’t hire a data team at Techtree Partners. He became one.

How a solo developer at TechTree built a full-scale data warehouse using Mage, AI, and DBT—no team required. See Caleb’s journey from chaos to control.
Kirk Mower didn’t want a bigger team at Solstice Energy. He wanted a better one.

Solstice Energy’s small data team automated complex reporting with Mage Pro, cutting errors and stress while empowering junior staff-all without heavy infrastructure.
Why modern data teams are re-evaluating Talend in favor of Mage

A grounded comparison of two data pipeline platforms, based on real-world migration conversations
Exploring the power of Mage: Insights from the data engineering community

What are people saying about Mage, the modern day open-source data pipeline tool for transforming and integrating your data? Discover the buzz for yourself by checking out these blogs and articles written by those in the data engineering community!
DBT Integration: The Essential Guide for Data Engineers

Master DBT integration for modern data engineering. Learn DBT fundamentals, architecture, transformations, platform integrations, and professional development.
The Quiet Art of Remembering

A fable about truth, timing, and the magic of backfilling