Posts
All the articles I've posted.
- 31 MIN READ•Aug 19, 2026
Mastering Apache Iceberg v3 Deletion Vectors for High-Throughput Streaming Ingest
Apache Iceberg v3 deletion vectors for high-throughput streaming ingest: how bitmaps and Puffin files fix CDC write amplification and read decay.
Apache Icebergv3deletion vectors - 31 MIN READ•Aug 19, 2026
The Decoupled Data Lakehouse: Multi-Engine Freedom with Open REST Catalogs
The decoupled data lakehouse: multi-engine freedom with open REST catalogs, credential vending, and an estate that outlives its tools.
REST catalogdecoupled lakehousemulti-engine - 31 MIN READ•Aug 19, 2026
The Five Layers of an Agentic Lakehouse
The five layers of an agentic lakehouse: Storage, Catalog, Semantic, Gateway, and Agent Surface, and how one question travels through all of them.
agentic lakehousearchitectureMCP - 30 MIN READ•Aug 19, 2026
Goal-Directed Data Quality Agents: Anomaly Quarantine on Apache Iceberg
Goal-directed data quality agents that watch Apache Iceberg tables, detect anomalies, and quarantine suspect data safely with snapshot isolation and branches.
Apache Icebergdata qualityAI agents - 31 MIN READ•Aug 19, 2026
Managing the TCO of Agentic Analytics: Token Budgets, Query Throttles, and the Economics of Autonomy
Managing the total cost of agentic analytics: token budgets, query throttles, unit economics, and the FinOps discipline that keeps AI spend under control.
TCOFinOpstoken budgets - 31 MIN READ•Aug 19, 2026
Metric Contracts in 2026: Standardizing Business Logic Across Multi-Agent Frameworks
Metric contracts in 2026: versioned, testable definitions of business logic that let multi-agent frameworks compute revenue identically, with OSI interchange.
metric contractssemantic layerAI agents - 30 MIN READ•Aug 19, 2026
Policy-Aware Lakehouse Telemetry: Building Auditable AI Records on Apache Iceberg for the EU AI Act Era
Policy-aware lakehouse telemetry for the EU AI Act era: build auditable, immutable, governed AI decision records on Apache Iceberg.
EU AI Acttelemetrycompliance - 30 MIN READ•Aug 19, 2026
Query Routing at Machine Scale: Multi-Engine Workload Distribution for the Agentic Lakehouse
Query routing at machine scale for the agentic lakehouse: engine selection, acceleration substitution, admission control, and placement across multi-engine estates.
query routingworkload managementmulti-engine - 32 MIN READ•Aug 19, 2026
Securing the Agentic Lakehouse Gateway: A Threat Model for Prompt Injection, Exfiltration, and the Firewall That Reads Sentences
A threat model for the agentic lakehouse gateway covering prompt injection, exfiltration, and the firewall that reads sentences.
securityprompt injectionMCP - 30 MIN READ•Aug 19, 2026
Semantic Layer Federation: One Meaning for Data That Lives Everywhere
Build a federated semantic layer across multi-cloud data so one set of governed metric definitions serves BI tools, dashboards, and AI agents identically.
semantic layerfederationmulti-cloud - 31 MIN READ•Aug 19, 2026
Building Lightweight Serverless Ingestion to Apache Iceberg with PyIceberg and DuckDB
Build lightweight serverless ingestion to Apache Iceberg with PyIceberg and DuckDB, running small feeds in functions that bill for seconds.
PyIcebergDuckDBserverless - 31 MIN READ•Aug 19, 2026
Building Stateless AI Tool Gateways with FastMCP, the 2026 MCP Spec, and Kubernetes
How to build stateless AI tool gateways with FastMCP, the 2026 MCP specification, and Kubernetes, and why statelessness finally makes MCP scale.
MCPFastMCPtool gateways