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Anatomy of an End-to-End BI Pipeline: Airflow, dbt, DuckDB & Superset
A complete walkthrough of a production-style data pipeline we built for a five-store restaurant chain — incremental extraction to Parquet, a tested dbt warehouse on DuckDB, Airflow orchestration, and seven Superset dashboards. All open-source, all code, with screenshots of every layer.
Read articleData Engineering for LLMs: Building Production RAG Pipelines
Every organization is bolting AI onto its products; few have infrastructure to feed enterprise data into models reliably. Parsing, chunking, metadata, and vector databases — the new ETL.
Read articleYour Dashboard Is Only as Good as Its Pipeline
Pretty charts on top of fragile spreadsheets erode trust fast. Why every serious dashboard project should start with an orchestrated, tested data pipeline.
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