Building an AI Azure Ops Workbench — Part 3: Reverse engineer Azure Architecture Diagrams

In Part 1 we made the case for an operations copilot that runs inside your own tenant. In Part 2, the Azure Support Agent’s war room of specialist agents root-caused a live 5xx in about ninety seconds. But every one of those specialists had to be pointed at something first — and defining that “something” is the problem this post solves. Welcome to the second pillar: Map.

Stop paying for idle VMs — safely: ringed start/stop waves for your Azure estate

Turning non-production VMs off at night is the easiest Azure saving there is. Doing it without causing an outage is the part nobody writes about. This is an open-source scheduler that takes that saving as an application, in ordered rings, with two independent safety gates between you and a real power action — and it runs entirely in your own subscription.

Building an AI Azure Ops Workbench — Part 2: The War Room — watch AI root-cause a 5xx in 90 seconds

This post opens the first pillar — Converse — and goes inside the two features that make it real: a chat that actually queries your estate and shows its work, and the marquee act, a War Room of specialist agents…

BuddyAI Desktop – Bringing AI Directly Into Your Workflow

The Problem: AI Is Powerful… But Disruptive AI tools like ChatGPT, Copilot, and Claude have fundamentally changed how we work. But ironically, using them often breaks your workflow: Copy text Switch apps or browser tabs Paste Ask Copy results Go…

Integrate Azure Logic Apps with External APIs for Workflow Automation: A Practical Azure Implementation Guide

Integrate Azure Logic Apps with External APIs for Workflow Automation: A Practical Azure Implementation Guide is not just an implementation task; it is an architecture decision that influences reliability, security posture, operating cost, and team velocity for years. At principal…