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 tutorial demonstrates a clear Windows bias throughout. All virtual machine creation steps use Windows Server images exclusively, with no mention of Linux alternatives. The IIS installation is performed using PowerShell, and the only provided automation example is a PowerShell script. There are no Linux VM examples, nor are there instructions for deploying a Linux-based web server or using Bash/CLI for configuration. Windows-centric tools and patterns (RDP, PowerShell, Windows Server) are used and referenced first and exclusively.
Recommendations
  • Add parallel instructions for creating Linux VMs (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 or Azure CLI.
  • Include Linux-based connection methods (e.g., SSH) alongside RDP for remote access testing.
  • Offer equivalent Azure CLI or Bash scripts for VM extension installation and configuration, not just PowerShell.
  • Explicitly mention that the tutorial works with both Windows and Linux workloads, 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