Classic Azure deployments often leave behind orphaned role assignments, creating clutter and confusion. In this post, I explore how Deployment Stacks—tested via GitHub Actions—offer a cleaner, more predictable way to manage and remove role assignments at the subscription level. Includes code, setup insights, and lessons learned.

This guide walks you through setting up IaC with Azure DevOps using Bicep and Deployment Stacks. Even a minimal setup can make a big difference.

Can AI really help you 3D print a bun from a photo? I decided to find out.

A practical guide to automating Azure DevOps Work Item updates using Python and Azure Pipelines. This post explores hosting options, AI-assisted coding, and the trade-offs of different authentication methods. It highlights a lightweight, maintainable solution for personal productivity and reflects on the evolving role of developers in an AI-driven workflow.

In this post, I share a simple Python script to load an Azure DevOps (AzDo) wiki into memory, including the markdown content and real URLs of the pages. While the script lacks error handling and doesn’t read images or consider page relationships, it uses DefaultAzureCredential for easier cloud integration. Check out the resources for more details on the Azure DevOps REST API.