dbt

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Agentic BI. Analytics at the speed of code ⚡️

Scalable and efficient data transformation framework - backwards compatible with dbt.

Data Contracts engine for the modern data stack. https://www.soda.io

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

A curated list of awesome dbt resources

🔥🔥🔥 Open source Reverse ETL - alternative to hightouch and census.

re_data - fix data issues before your users & CEO would discover them 😊

dbt adapter for DuckDB

Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.

Run your dbt Core or dbt Fusion projects as Apache Airflow DAGs and Task Groups with a few lines of code

Port(ish) of Great Expectations to dbt test macros

Enforce Data Contracts

Supplementary Materials for the The Complete dbt (Data Build Tool) Bootcamp Udemy course

Open-source agentic data engineering harness for dbt, SQL, and cloud warehouses. 100+ tools, 10 warehouses, AI-powered.

:fishing_pole_and_fish: List of `pre-commit` hooks to ensure the quality of your `dbt` projects.

Provides automated YAML management and a streamlit workbench. Designed to optimize dev workflows.

dbt + Metabase integration

A MCP (Model Context Protocol) server for interacting with dbt.

A free to use dbt package for creating and loading Data Vault 2.0 compliant Data Warehouses (powered by dbt, an open source data engineering tool, registered trademark of dbt Labs)

This extension makes vscode seamlessly work with dbt™: Auto-complete, preview, column lineage, AI docs generation, health checks, cost estimation etc

sqlfmt formats your dbt SQL files so you don't have to

This dbt package captures metadata, artifacts, and test results so you can detect anomalies, monitor data quality, and build metadata tables. It powers Elementary OSS and feeds the wider context layer used by Elementary Cloud’s full Data & AI Control Plane.