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
powershell_heavy
missing_linux_example
windows_tools
Summary
The tutorial demonstrates a clear Windows bias: all virtual machine examples use Windows Server, instructions for installing IIS use PowerShell exclusively, and there are no Linux VM or CLI/Bash examples. The workflow assumes users are familiar with Windows tools and patterns, such as RDP and PowerShell, with no mention of Linux alternatives like SSH, Bash, or Linux VM images.
Recommendations
  • Include parallel instructions for creating Linux-based virtual machines (e.g., Ubuntu) in both the spoke and on-premises networks.
  • Provide examples for installing a web server (e.g., Apache or Nginx) on Linux VMs using Bash/CLI commands.
  • Show how to test connectivity using SSH and curl from a Linux VM, in addition to RDP and browser from Windows.
  • Offer Azure CLI or Bash equivalents for PowerShell commands, especially for VM extension installation.
  • Mention Linux-friendly remote access methods (SSH) and tools, and clarify that the firewall rules can be tested with Linux clients as well.
  • Balance screenshots and walkthroughs to show both Windows and Linux environments where applicable.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased