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 VM creation examples use Windows Server, IIS installation is shown only via PowerShell, and Cloud Shell is set to PowerShell by default. There are no Linux VM examples, nor are Linux tools or command-line patterns (e.g., Bash, SSH, apt/yum) mentioned. Windows-centric tools and workflows (RDP, PowerShell, Windows Server) are used exclusively, with no parity for Linux users.
Recommendations
  • Provide parallel instructions for creating a Linux VM (e.g., Ubuntu) in the spoke and on-premises networks.
  • Include steps for installing and configuring a web server (e.g., Apache or Nginx) on Linux VMs using Bash/SSH commands.
  • Show how to use Azure Cloud Shell with Bash for Linux VM management and extension installation.
  • Demonstrate connectivity tests using Linux tools (e.g., curl, ssh, ping) in addition to Windows tools (RDP, browser).
  • Explicitly mention that both Windows and Linux VMs are supported and provide guidance for each.
  • Balance screenshots and examples to represent both platforms.
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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