GitHub — for version control
VS Code — with dbt extension
Snowflake — account with SYSADMIN role
dbt project with Snowflake connection
Bronze layer: source definitions & seeds
Silver layer: cleaned data models
Gold layer: business aggregations
Tests & documentation in properties.yml