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 Windows-based virtual machines in all example links and prerequisites, with no mention of Linux VM equivalents. All resource creation links point to Windows-specific guides (e.g., '/azure/virtual-machines/windows/quick-create-portal', '/azure/virtual-machines/windows/quick-create-powershell', '/azure/virtual-machines/windows/quick-create-cli'). There are no Linux VM creation links or examples, which may lead Linux users to feel excluded or uncertain about parity. While Azure CLI and PowerShell examples are provided (which are cross-platform), the supporting documentation and context are Windows-centric.
Recommendations
  • Add links to Linux VM creation guides alongside Windows VM links in prerequisites for portal, PowerShell, and CLI sections.
  • Explicitly state that the admin state feature and commands work with both Windows and Linux backend pool instances.
  • Include example resource names and scenarios that reference Linux VMs (e.g., 'myLinuxVM') in addition to Windows VMs.
  • Where possible, provide a short note or example showing how to create or manage backend pool instances with Linux VMs.
  • Ensure parity in documentation references, so that Linux users can follow along without ambiguity or extra research.
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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