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
powershell_heavy
windows_tools
Summary
The documentation demonstrates a clear Windows bias. All virtual machine creation examples use Windows Server images, and all configuration and extension installation steps use PowerShell commands. There are no Linux VM examples, no Bash/Azure CLI commands, and no mention of Linux tools or patterns. The only method shown for installing IIS is via a PowerShell script, and the test scenarios exclusively use RDP and Windows-based workflows.
Recommendations
  • Add parallel Linux examples for VM creation, such as using Ubuntu or other popular Linux distributions.
  • Provide Bash/Azure CLI equivalents for all PowerShell commands, especially for VM extension installation and configuration.
  • Include instructions for installing and testing with Apache or Nginx on Linux VMs, not just IIS on Windows.
  • Demonstrate SSH access and Linux-native tools for connectivity and firewall testing, in addition to RDP.
  • Ensure screenshots and walkthroughs are not exclusively Windows-centric; show Linux VM portal configuration where appropriate.
  • Explicitly mention that the tutorial is applicable to both Windows and Linux environments, and provide guidance for both.
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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