Posts
All the articles I've posted.
- 13 MIN READ•Jun 22, 2026
PyIceberg at Scale Without Apache Spark
Python-first Iceberg work is useful when it stays honest about what Python should and should not do.
Spark-free IcebergPython Iceberg pipelinesREST catalog concurrency - 14 MIN READ•Jun 22, 2026
The Real-Time Lakehouse with Streaming and Iceberg
The real-time lakehouse is not one engine. It is a contract between streams, table commits, query paths, and freshness expectations.
streaming SQLIceberg storageevent-driven lakehouse - 13 MIN READ•Jun 22, 2026
REST Catalog V2 LoadTable and Client Capability
REST Catalog V2 LoadTable work matters because clients and catalogs need explicit contracts, not optimistic assumptions.
client capabilitiesIceberg REST catalogopen catalog contracts - 14 MIN READ•Jun 22, 2026
Rust vs C++ in Native Iceberg Scan Operators
The Rust versus C++ discussion is really about table-layer execution safety, interoperability, and performance envelopes.
Rust data systemsC++ query enginesvectorized scans - 14 MIN READ•Jun 22, 2026
Server-Side Commit Deconflicting in REST Catalogs
Server-side commit deconflicting is about moving concurrency control closer to the catalog contract.
Iceberg commitsREST catalog concurrencyoptimistic concurrency control - 14 MIN READ•Jun 22, 2026
Snowflake Interoperable Lakehouse Lessons
Interoperable lakehouse announcements matter when they change production contracts, not just import and export narratives.
Iceberg interoperabilityopen tablesmulti-engine lakehouse - 15 MIN READ•Jun 22, 2026
Unity AI Gateway vs Apache Polaris Control Planes
The right comparison is not vendor scoreboard. It is closed AI governance gateway versus open catalog control plane.
governance control planeApache PolarisAI gateway - 34 MIN READ•Jun 8, 2026
The Complete Guide to Agentic Coding Tools in 2026
A deep dive into the four categories of agentic coding tools dominating 2026: CLI agents, desktop IDEs, 24/7 autonomous agents, and model routers. 40+ tools compared.
AI agentscoding CLI agentsAI coding IDEs - 14 MIN READ•Jun 8, 2026
Agentic Lakehouse Concurrency and Isolation
Agentic writes need isolation contracts, not just write permissions.
lakehouseAI agents - 14 MIN READ•Jun 8, 2026
Anatomy of an Agentic Lakehouse
An Agentic Lakehouse is storage, catalog governance, semantic context, and agents working as one operating model.
lakehouseAI agents - 14 MIN READ•Jun 8, 2026
Apache Iceberg v4 Roadmap: Adaptive Metadata Trees, Single-File Commits, and the Delta Convergence
A deep technical breakdown of Apache Iceberg v4's proposed architecture: adaptive metadata trees, one-file commits, relative paths, column families, and what the Delta 5.0 convergence actually means for your data platform.
apache-icebergopen-table-formatsdata-engineering - 14 MIN READ•Jun 8, 2026
Lakehouse Context Layers with Atlan and Iceberg v3
The context layer explains what lakehouse data means, which is the part table formats do not solve alone.
Apache Icebergopen table formatlakehouse