Posts

All the articles I've posted.

• 21 MIN READ•Aug 4, 2026

  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.

  AI AgentsTCOCost Management
• 21 MIN READ•Aug 4, 2026

  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.

  AI AgentsMCPAgentic Lakehouse
• 21 MIN READ•Aug 4, 2026

  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.

  Apache IcebergTable OptimizationCompaction