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 page demonstrates a strong Windows bias. All virtual machine creation steps specify Windows Server images exclusively, with no mention of Linux alternatives. The IIS installation and configuration is performed using Windows PowerShell scripts, and only Windows tooling (IIS, PowerShell) is referenced. There are no examples or instructions for deploying Linux VMs, installing a Linux web server (such as Apache or Nginx), or using Linux-native command-line tools. This limits the tutorial's applicability for users who prefer or require Linux-based workloads.
Recommendations
  • Provide parallel instructions for creating Linux virtual machines (e.g., Ubuntu, CentOS) alongside Windows examples.
  • Include steps for installing and configuring a web server on Linux VMs (such as Apache or Nginx), using Bash or cloud-init scripts.
  • Offer sample Linux shell commands for web server setup and verification, in addition to PowerShell.
  • Explicitly mention that both Windows and Linux VMs are supported in Azure Load Balancer backend pools, and link to relevant Linux documentation.
  • Add screenshots or code snippets showing the Linux experience in the Azure portal where appropriate.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets