Blog

We write about tools we use and decisions worth thinking through.

For your team

For business leaders thinking about data costs, team structure, and build vs buy decisions. No code required.

For your team
January 27, 2026 • Mark Schep

Save €100K per year: when not to hire a data engineer

Hiring a data engineer is the obvious move when you want to become more data-driven. But the role comes with a real cost, a timeline, and a specific set of problems it solves. Here's how to think about the decision.

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In our stack

Tools we actually use, tried in production, honest about the tradeoffs. Open source first.

In our stack
January 1, 2026 • Mark Schep

MotherDuck: the analytics layer for a lean data stack

After DLT for ingestion and DBT for transformation, you need somewhere to query the results. Most teams default to BigQuery or Snowflake. We chose MotherDuck. Here's why.

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In our stack
December 1, 2025 • Mark Schep

DBT: the transformation layer that makes analysts self-sufficient

DBT turns raw data into clean, documented, version-controlled models. We use it to make analysts independent from engineering. Here's how it works and why we chose it.

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In our stack
November 1, 2025 • Mark Schep

Why we use DLT instead of Fivetran

DLT is a Python library for building data pipelines. It's free, open source, and runs anywhere. We chose it over Fivetran after comparing the costs and tradeoffs directly.

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Let's talk about your data stack

We help you prove value before scaling.