Medallion Architecture Is a Vocabulary, Not an Architecture
Bronze/Silver/Gold is useful for conversation, but the model does not answer the real questions about where business rules and ownership belong.
Read article →Bronze/Silver/Gold is useful for conversation, but the model does not answer the real questions about where business rules and ownership belong.
Read article →The data movement is the easy part. Seven principles — with the actual Terraform for each — drawn from adding a Snowflake-to-BigQuery pipeline to a mature production platform: permissions, environments, deployment, and what happens when it fails at 3am.
Read article →Most teams are still building static AI pipelines. Here's what separates them from systems that reason, act, and evolve — and why the difference is architecture, not model choice.
Read article →The real story of migrating an analytics workload from BigQuery to Snowflake — not the clean version, but the actual trade-offs, surprises, and lessons from doing it inside a live enterprise.
Read article →Nine months, twenty thousand jobs, petabytes of data. Here's what I learned building an enterprise data platform from scratch — the architecture decisions, the human dynamics, and six lessons I'd tell myself at the start.
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