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
windows_tools
powershell_heavy
Summary
The documentation is heavily biased towards Windows environments. All example virtual machines are Windows Server 2019, and validation steps exclusively use Windows tools (Remote Desktop, Internet Explorer). The cleanup instructions use PowerShell cmdlets without mentioning Azure CLI or Bash alternatives. There are no Linux VM deployment or validation instructions, nor are Linux tools (SSH, browsers) referenced.
Recommendations
  • Include instructions for deploying Linux virtual machines alongside or instead of Windows VMs.
  • Provide validation steps using SSH and a Linux browser (e.g., Firefox, curl, wget) to test firewall rules.
  • Offer cleanup instructions using Azure CLI (az group delete) and Bash commands.
  • Avoid referencing Windows-specific tools (Internet Explorer, Remote Desktop) exclusively; mention cross-platform alternatives.
  • Present Windows and Linux options in parallel, or at least alternate which is shown first.
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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