A complete SAP HANA + BO/SAC to Databricks migration guide — business case, TCO model, 5-phase technical playbook, and 30-day action plan. Built from a real Fortune 500 engagement.

Most Databricks teams using Bundles are only scratching the surface. The real value isn't in the deployment syntax — it's in the engineering discipline Bundles makes enforceable: explicit dependency management, reproducible local environments, automated quality gates, and CI/CD as the only path to production. This post breaks down what a production-ready Databricks project structure actually looks like, and the software engineering practices that make it ship with confidence.

Prevent Databricks deployment failures caused by CLI version conflicts. Step-by-step guide to version management in DAB projects with CI/CD automation.

CI/CD pipelines can pass all jobs yet still deploy broken functionality. This blog covers smoke testing, regression testing, and critical validation strategies: especially useful for data projects where data quality is as important as code quality.