💼 AI Business

Azure Databricks' Middle Act: Workspaces, Catalogs, and the CI/CD Grind

Databricks promises an end-to-end data dream, but part two's toolkit—workspaces, service principals, Unity Catalog—feels like yesterday's Hadoop dressed in Azure blues. Who's really cashing in?

Azure Databricks workspace dashboard with clusters and notebooks interface

⚡ Key Takeaways

  • Unity Catalog centralizes data governance but risks bureaucratic bloat across workspaces.
  • SPNs and Bundles enable secure automation, yet deepen Azure-Databricks dependency.
  • CI/CD shines for Git-native teams, but lags in flexibility—watch those cluster bills.

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Priya Sundaram
Written by

Priya Sundaram

Hardware and infrastructure reporter. Tracks GPU wars, chip design, and the compute economy.

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Originally reported by Towards AI

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