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Apache Arrow Flight and ADBC, and Why Database Connectivity Finally Went Columnar

Apache Arrow Flight and ADBC, and Why Database Connectivity Finally Went Columnar

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Budgeting for Agentic Analytics When Every Question Costs Something Different

Budgeting for Agentic Analytics When Every Question Costs Something Different

Budgeting for agentic analytics when every question costs something different: token economics, query economics, instrumentation, and the cost controls that actually return.

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The Five Layers of an Agentic Lakehouse and Where the MCP Server Sits

The Five Layers of an Agentic Lakehouse and Where the MCP Server Sits

The five layers of an agentic lakehouse and where the MCP server sits: storage, catalog, semantic layer, MCP gateway, and agent surface, plus identity, session isolation, and budgets.

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Autonomous Table Optimization When Your Query Workload Stops Being Predictable

Autonomous Table Optimization When Your Query Workload Stops Being Predictable

Autonomous table optimization when query workloads stop being predictable: observing file layout and query patterns, scoring compaction work, adaptive sort order, and cost discipline.

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