MHP
dbt
Open-source framework for SQL-based data transformations
Works with Snowflake, Databricks, BigQuery, Redshift
Models → SQL SELECT statements as reusable building blocks
Tests → automated data quality checks on every model
Documentation → auto-generated column-level docs & lineage
Version Control → Git-native workflow with CI/CD support
The standard for analytics engineering in 2026
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