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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows Server VM deployment in quickstart examples, heavily referencing PowerShell for automation and scripting, and omitting explicit Linux VM deployment examples or Linux-specific automation workflows. The use of Windows-centric tools and instructions (such as PowerShell) is prevalent, while Linux alternatives (such as Bash scripting or Linux VM templates) are not mentioned or provided.
Recommendations
  • Include explicit examples for deploying Linux VMs using ARM templates, both in quickstart and automation sections.
  • Provide automation instructions using Bash and Azure CLI, with sample scripts for Linux environments.
  • Reference Linux VM base images and templates alongside Windows Server examples in all relevant sections.
  • Add links to Linux-focused documentation and GitHub samples, ensuring parity with Windows/PowerShell resources.
  • Balance the mention of PowerShell and CLI, and clarify cross-platform usage where possible.
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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