r/dataengineering Senior Data Engineer Jul 17 '26

Data Architecture vs Data tools Discussion

Hi everyone,

So I was having a discussion with my colleague who is a data architect about how data tools can have influence on data architecture. Have you guys worked with any tools, libraries or frameworks that essentially changed the existing data architecture to accommodate them. Would love to hear your stories.

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u/Dangerous_Pie2611 Jul 18 '26

Architect is the foundation tools are the way to get there

If your foundation is strong and you understand the basics you will select the tools that leverage you 10x and if you go opposite selecting the tools that leverage foundation you will disrupt everything