Articles

Practical thinking on Databricks cost, governance and estate optimisation.

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Databricks query tagging and cost observability

Observability

The Databricks Cost Problem Nobody Can Explain: Why Query Tagging Matters

Finance asks which team generated last month's SQL warehouse spend. Engineering points at a dashboard. Nobody has an answer. The money has gone somewhere. The platform knows. The people don't.

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Databricks Photon cost optimisation article

Cost Optimisation

Understanding the True Cost of Databricks Photon: The Checkbox That Can Double Your Bill

Photon is usually switched on because someone wants the platform to go faster. Fair enough. But things can get awkward, fast.

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Databricks auto-termination cost optimisation article

Cost Optimisation

The Databricks Idle Cluster Cost Trap: Stop Burning Thousands With Auto-Termination

Idle Databricks compute is not a harmless background setting. For a small data science team, the default auto-termination window can quietly turn forgotten notebooks into thousands of dollars of monthly leakage.

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