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# ask-community
p

PB

05/03/2022, 9:28 PM
Hi all Software defined assets seem exciting and I get the concept around upstream dependencies etc. However, would someone (say in a paragraph or 2) be able to summarise : 1. The problem it is addressing. I.e., before this came along, what were the issues? Why does it exist? 2. The advantages and design patterns it enables. How does this change our philosophy to designing data pipelines? Thanks heaps
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