dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

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

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.

MetricFlow allows you to define, build, and maintain metrics in code.

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

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

A dbt adapter for Databricks.

CLI tool for dbt users to simplify creation of staging models (yml and sql) files

A curated collection of Agent Skills for working with dbt, to help AI agents understand and execute dbt workflows more effectively.