May 16, 2026
I recently debugged an MCP documentation search implementation running on .NET that was taking 18–25+ seconds per query. Far too slow for interactive use. The pipeline […]
April 27, 2026
Every MCP tutorial covers the same ground: add the NuGet package, register your tools, run the server. That part genuinely does work first time. What the […]
April 23, 2026
Terraform modules usually start with good intentions. A team wants consistency, there is some repeated Terraform, and a shared module feels like the obvious next step. […]
April 18, 2026
Most RAG tutorials show you the happy path. A clean project, a handful of sample documents, a query that works first time. That’s fine for getting […]
April 16, 2026
The easy part of AI-assisted coding is getting code produced, and that no longer feels like the real bottleneck. What becomes harder, and much more expensive, […]
April 14, 2026
After building a growing set of GitHub Copilot skills across areas such as Azure API Management, infrastructure as code authoring, and diagram generation with tools like […]
April 3, 2026
If you have been building GitHub Copilot agents and skills for any length of time, you eventually run into the same problem: creating them is the […]
March 25, 2026
There is a point where diagramming starts to feel like admin. You are in the middle of thinking through an architecture, a delivery workflow, or a […]
March 20, 2026
One of the things that used to slow me down when designing Azure architectures was the pricing question. You sketch out a solution, choose the services, […]
March 13, 2026
When I first built my Diagram Agent Skill with Draw.io MCP, the focus was Azure. That was deliberate. I wanted to solve one problem properly before […]
March 11, 2026
Terraform provider upgrades often turn into a manual research exercise. You check the registry, read changelogs, scan the codebase for deprecated resources, update the provider version, […]
March 6, 2026
If you’ve ever tried to create a cloud architecture diagram that’s both accurate and easy to read, you’ll know the challenge: Recently, I wrote about my […]