Match the Model to the Task, Not the App: An Orchestrator-Worker Pattern in Python

Most apps that call an LLM send every request to the same model. That works until the bill arrives.

A classification job that returns one word costs...

Advice I Like: Responsibility

“The foundation of maturity: Just because it’s not your fault doesn’t mean it’s not your responsibility.” – from Excellent Advice for Living I’ve worked with a lot of people...

Power BI Performance in 2026: A Practical Guide to Faster Semantic Models and Reports

Originally published April 2022; substantially updated July 2026. This post is a complete replacement for and update to my April 2022 post, Power BI Performance Features. That post focused...

Getting Started with Azure SQL Developer on Macbook

The idea behind Azure SQL Developer is for anyone to build, iterate, and test locally at no cost. This means NO Azure subscription to deal with and NO credit...

AI Experiments: Claude Solved a DAB Issue

I’m sure many of you are using AI regularly, perhaps chatting, perhaps using some sort of agent. I’m doing the same, but in this case, I had it tackle...

Audit – Security Compliance Frameworks (Part 1)

This blog series on Audit/Compliance/Security, this is first blog where we would discuss about GRC and different audits and other important information, later we will discuss each audit frameworks...

Restore SQL Server Database to an OrbStack Container

In the previous post, we've built a SQL Server 2025 sandbox in an OrbStack container in a Macbook. If you are like me who switched from a Windows laptop...

Day of Data Baton Rouge Slides and Code

Thanks to everyone for attending my talk today at Day of data Baton Rouge 2026 (formerly SQL Saturday Baton Rouge). The slides are here: Building an API with DAB...

Using Claude Code as a Database SRE Agent with the Everpure Fusion MCP Server

Here’s the scenario: one of my SQL Server instances migrated to the DR array. The VM moved, the old volumes were destroyed, and nobody created a Protection Group on...

The Book of Redgate: Products

We are product focused at Redgate Software. Here is another of our values that focused on this: The text on the next page is: Shipping something amazing is better...