Maintaining dbt project standards with dbt-bouncer

As dbt projects continue to grow in size and complexity it is becoming increasingly common for each organisation to have its own conventions, standards and ways-of-working. But how can these conventions be maintained as the dbt project continues to expand? Does chaos reign or can we use our engineering knowledge to maintain our conventions? This talk explores the use of dbt-bouncer to solve these issues. Together, we will learn about: - GenAI for data extraction: why care? - Levels of automation: value matters - The difficult parts: Evaluation, Operationalising, Monitoring - Evaluation for GenAI data extraction - Operationalising a GenAI application - Monitoring in production - Reaping the potential