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Dev.to
Dev.to
6/29/2026
The original title is "How to Build a Modern On-Premise Data Lakehouse (Without Vendor Lock-in)"

The original title is "How to Build a Modern On-Premise Data Lakehouse (Without Vendor Lock-in)"

Original: How to Build a Modern On-Premise Data Lakehouse (Without Vendor Lock-in)

Short summary

Guide to building on-premise data lakehouses using open-source tools (MinIO, Iceberg, Trino, dbt, Dagster) that eliminate vendor lock-in and reduce licensing costs. Covers medallion architecture for governance and roadmap to real-time CDC ingestion. Designed for operations and infrastructure teams managing analytical platforms.

  • Open-source stack (MinIO, Iceberg, Trino, dbt, Dagster) replaces proprietary data warehouse licensing
  • Medallion architecture (bronze/silver/gold) enables decentralized governance and prevents data swamps
  • On-premise infrastructure with planned real-time CDC ingestion via Debezium and Kafka

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