Airbyte supports loading data into a wide array of databases and data warehouses. We must enforce the same structure and transformations in each of these tools, and writing different transformations for each would be prohibitive. Instead, we use dbt to write this code once and reuse it for every database and data warehouse that we support. In an effort to improve our support across all these tools, we are also introducing a dbt Cloud integration within Airbyte Cloud. This will allow Airbyte Cloud users to leverage the lessons we’ve learned and build their own custom transformations using dbt Cloud.

Check the slides here: https://docs.google.com/presentation/d/19asIBrCgs04dJ07zhb1cosYEQHQC0yqEVSMlLcUymZY/edit?usp=sharing

Coalesce 2023 is coming! Register for free at https://coalesce.getdbt.com/.