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Beyond demos, notebooks and hype

Showing posts for Data Architecture. Longer essays and technical guides on MLOps, data engineering, AI architecture, Azure and the platform concerns that tend to show up after the model finally works.

All MLOps Data Engineering Data Architecture AI Architecture Azure Databricks Observability Tutorials

Hand-drawn technical sketch of source events moving through raw system-of-record data, trusted data, quarantine and published data products

Architectural guide July 28, 2026 · 13 min read

Medallion architecture for engineers: building trusted data products

Medallion architecture for engineers: design raw data, trusted views and published data products with clear contracts, replay paths and ownership.

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