Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows Server VM examples, providing only Windows-based quickstart templates, and focusing on Azure PowerShell for automation tasks. There are no explicit Linux VM examples or references to Linux-specific workflows, and all automation examples use PowerShell rather than Bash or cross-platform scripting.
Recommendations
  • Include Linux VM deployment examples alongside Windows examples, such as a quickstart for creating a lab with an Ubuntu or other Linux VM.
  • Provide automation instructions and links for both Azure CLI (with Bash examples) and Azure PowerShell, ensuring parity in scripting guidance.
  • Reference and link to Linux-friendly scripts or templates in the GitHub repository, or add such resources if they are missing.
  • When listing automation tasks, alternate or parallelize PowerShell and Bash/CLI examples to avoid the impression that PowerShell is the default or only option.
  • Update screenshots and walkthroughs to show both Windows and Linux VM creation where appropriate.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased