January 14, 2026

Git It Together

Version BimlFlex projects with Git for speed and safety. Learn what to track, how to structure repos, adopt branching, and connect CI/CD for governed automation.

September 18, 2025

Metadata‑Driven Automation

Implement metadata-driven automation: architectural principles, CI/CD integration, BimlFlex patterns, and real examples of generating code from metadata definitions.

September 16, 2025

Metadata‑Driven Automation

Learn metadata-driven automation fundamentals: define schemas, pipelines, and rules once in metadata, then auto-generate code, tests, docs, and lineage consistently.

September 11, 2025

Data Mapping in Complex Pipelines

Explore data mapping strategies at scale: hand-coded vs visual vs metadata-driven approaches. Learn how automation generates schemas, pipelines, and lineage from metadata.

September 9, 2025

Data Mapping in Complex Pipelines

Learn data mapping fundamentals for ETL/ELT pipelines. Discover why mapping drives data quality, governance, and reliability—plus common challenges in complex architectures.

August 21, 2022

Combining (and Complementing) DBT Labs with BimlFlex

BimlFlex and DBT can complement each other, with BimlFlex providing automation and metadata management while DBT handles orchestration and pipeline execution.