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 demonstrates a Windows-first bias by providing quickstart and example templates specifically for Windows Server VMs, with no equivalent Linux VM example or explicit mention. Automation and scripting sections heavily emphasize Azure PowerShell, with multiple links and tasks described only in PowerShell, while Azure CLI is mentioned but not equally detailed. There are no Linux-specific instructions, examples, or references to Linux tools or shell environments.
Recommendations
  • Add a quickstart example for creating a DevTest Labs lab with a Linux VM (e.g., Ubuntu or CentOS), and reference it alongside the Windows example.
  • Ensure that all PowerShell-based automation tasks (such as creating custom images, uploading VHDs, adding users, and creating roles) have equivalent Azure CLI examples, and link to those instructions.
  • Explicitly mention that ARM templates can be used to deploy both Windows and Linux VMs, and provide sample templates or links for both.
  • Include screenshots or walkthroughs that show Linux VM creation and management in DevTest Labs.
  • Balance references to PowerShell and CLI throughout the documentation, ensuring that Linux users are equally supported.
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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