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
Summary
The documentation consistently references and links to Windows-based virtual machine creation guides in all prerequisites sections, omitting any mention or links to Linux VM equivalents. All example resource links for VM creation are Windows-specific, which may imply Windows is the default or preferred platform. There are no Linux-specific instructions, examples, or parity links for users who may be managing Linux backend pool instances.
Recommendations
  • Add parallel links and instructions for creating Linux virtual machines in the prerequisites sections, e.g., reference /azure/virtual-machines/linux/quick-create-portal, /quick-create-powershell, and /quick-create-cli.
  • Clarify that the admin state feature and all Azure CLI/PowerShell commands are equally applicable to Linux backend pool instances.
  • Include example resource names and scenarios that reference Linux VMs, not just Windows.
  • Where possible, provide notes or guidance for Linux users, especially regarding differences in VM management or network configuration.
  • Review all cross-references and ensure Linux documentation is linked wherever Windows documentation is referenced.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets