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 notably Windows-centric: only Windows Server VMs are deployed for testing, instructions reference Remote Desktop and Internet Explorer, and the cleanup step uses a PowerShell cmdlet. There are no Linux VM deployment or validation examples, nor are Linux tools (SSH, browsers) mentioned. This creates friction for Linux/macOS users who may wish to validate the firewall using Linux VMs or tools.
Recommendations
  • Include instructions for deploying and validating with Linux VMs (e.g., Ubuntu) alongside Windows VMs.
  • Provide Linux/macOS validation steps using SSH and browsers like Firefox or Chrome.
  • Show how to clean up resources using Azure CLI (az group delete) as well as PowerShell.
  • Mention cross-platform remote access options (SSH, RDP) and browser alternatives.
  • Clarify that the firewall works regardless of OS, and that the validation steps are not limited to Windows.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean