A Tour of Specialized AI Tools: Music, Video, Images, and More
The first three parts of this series covered general purpose AI assistants: the chatbots and writing tools that handle text based tasks.…
The archive
Writing, page 21
593 posts on Apache Iceberg, lakehouse architecture, data engineering and applied AI.
Going Advanced: Open Source Models, Hermes Agent, and Local AI
This is the final installment of "Catching Up with Using AI for All Levels." Parts 1 through 4 covered the fundamentals, free tools, paid…
Data Platform Native AI Agent Tooling in 2026
Every data platform vendor now offers some form of AI agent tooling. The approaches vary widely, from full agent authoring frameworks to…
The Complete Guide to Agentic Coding Tools in 2026
The terminal is back. Not the green phosphor CRT kind, but the ethos. In 2026, the most interesting work in developer tooling happens at a…
Active Monitoring: How Agentic AI Auto-Heals and Protects Enterprise Data Pipelines
Static alert thresholds work until they don't. You configure a row count alert for your daily orders table: fire if today's count is more…
Anatomy of an Agentic Analytics System: Inside the Multi-Step Reasoning Loop
When someone asks "how does an agentic analytics system work," the usual answer is "it uses AI to answer questions." That's accurate in the…
Mastering Apache Iceberg v3: What's New and How to Plan Your Upgrade
Apache Iceberg v3 became production-ready with the release of Apache Iceberg 1.11.0 on May 19, 2026. The specification had been in…
Building a Custom Agentic Analytics System: Python, LangChain, and SQL Data Lakes
Building your own agentic analytics system is a reasonable choice if you need custom investigation logic, specific tool integrations, or…
The Death of the Data Swamp: Establishing Governance in Your 2026 Data Lakehouse
A data lake becomes a data swamp when teams stop trusting it. Tables accumulate with no clear owners. Column names mean different things in…
How Apache Iceberg Resolves the Hybrid-Cloud Challenge in Heavily Regulated Markets
Financial institutions in Japan, Germany, and similar regulated markets face a specific architectural problem. Their regulators require…