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Notes on data engineering, cloud architecture, and building production systems. Focused on practical patterns and lessons learned.

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Kubernetes for Data Engineers: Why and How
Learn why Kubernetes is becoming essential for data engineering. Practical insights from deploying a production data platform processing 20TB+ with 99.5% uptime.
kubernetesdata-engineeringinfrastructuredevops
Medallion Architecture Explained: Building Reliable Data Lakehouses
A practical guide to implementing medallion architecture (Bronze, Silver, Gold) for data quality and governance. Learn from real production experience processing 20TB+ of data.
data-engineeringarchitecturedata-qualitybest-practices