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. For…
The archive
Writing, page 18
593 posts on Apache Iceberg, lakehouse architecture, data engineering and applied AI.
REST Catalog V2 LoadTable and Client Capability
REST Catalog V2 LoadTable work matters because clients and catalogs need explicit contracts, not optimistic assumptions. For lakehouse…
Rust vs C++ in Native Iceberg Scan Operators
The Rust versus C++ discussion is really about table-layer execution safety, interoperability, and performance envelopes. For engineers…
Server-Side Commit Deconflicting in REST Catalogs
Server-side commit deconflicting is about moving concurrency control closer to the catalog contract. For engineers responsible for…
Snowflake Interoperable Lakehouse Lessons
Interoperable lakehouse announcements matter when they change production contracts, not just import and export narratives. For platform…
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. For enterprise…
The Complete Guide to Agentic Coding Tools in 2026
Agentic coding tools have matured into four distinct categories that serve different developer workflows: CLI agents for terminal-first…
Agentic Lakehouse Concurrency and Isolation
Agentic writes need isolation contracts, not just write permissions. That is the useful lens for agentic lakehouse concurrency in June…
Anatomy of an Agentic Lakehouse
An Agentic Lakehouse is storage, catalog governance, semantic context, and agents working as one operating model. That is the useful lens…
Apache Iceberg v4 Roadmap: Adaptive Metadata Trees, Single-File Commits, and the Delta Convergence
Apache Iceberg v4 is not a single feature release. It is a set of architectural proposals: adaptive metadata trees, single-file commits,…