Design dbt projects showing sources, staging models, marts, tests, and data lineage
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Design data warehouse architectures with dimensional modeling, ETL processes, and BI reporting layers
Describe your ETL architecture and watch AI create a professional data pipeline diagram with proper connections and data flows
Design AWS cloud architectures with AI. Visualize EC2, S3, RDS, Lambda, and all AWS services with professional diagrams
Common questions about ai dbt transformation diagram generator
Show DAG of models with ref() dependencies, sources at the top, staging models cleaning raw data, intermediate models for business logic, and mart models for analytics. Use dbt docs lineage graph visualization.
Yes! Show schema tests (unique, not_null, accepted_values, relationships), data tests checking business rules, and custom tests. Visualize which models have tests and test coverage.
Show how incremental models process only new/changed data, merge strategies (delete+insert, merge, append), and how to handle late-arriving data. Essential for large data volumes.
Absolutely! Visualize source tables with freshness SLAs, snapshots capturing slowly changing dimensions, and how sources feed into staging models. Show data quality gates.
Show development in branches, PR checks running tests, merge to main triggering production runs, and Slim CI running only modified models. Include dbt Cloud or orchestration with Airflow.
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