How to Make Your Data Models Modular

Avoid highly coupled systems and unexpected production bugs with these steps

Madison Schott
Towards Data Science
6 min readNov 16, 2022

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Photo by T.J. Breshears on Unsplash

It’s every engineer’s worst nightmare to discover that something in production is broken. Even worse is when it’s a simple change that broke everything. When this happens, chances are your system is highly intertwined and one tweak here can cause a domino effect way over…

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Analytics Engineer @ ConvertKit, author of the Learn Analytics Engineering newsletter and The ABCS of Analytics Engineering ebook, health & wellness enthusiast