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Conceptual Every Record Counts: Data Engineering for Backend Engineers

Part 34: "Platform, Not Pipelines" — Data Platform Engineering and Organisation

The loyalty team wants its data in the lakehouse, and Rohan plans to build the pipeline, as before. Ingrid wants the thing that lets the next forty teams do it without Rohan: CI for data with a reconciliation gate, environments over shared data, infrastructure as code, data products and data mesh as they really stand, team topologies, and who gets paged.

© 2026 Titas Biswas

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