In this lecture, Bruno dives into the dbt framework, explaining its purpose and how it helps manage data chaos through SQL. He discusses its features, including data lineage and dependency management, and highlight its integration with cloud data warehouses. He also touches on the role of the analytics engineer and how dbt facilitates collaboration within teams.