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 2022 Datacenter' as the image, with no mention of Linux alternatives. The IIS installation and configuration are performed exclusively via Windows PowerShell commands, with no Linux equivalent (such as Apache or Nginx) provided. There are no examples or instructions for deploying Linux VMs, nor for installing or testing a web server on Linux. The use of Windows tools and patterns (IIS, PowerShell, Windows Server) is exclusive throughout the tutorial.
Recommendations
  • Provide parallel instructions for creating Linux-based virtual machines (e.g., Ubuntu, CentOS) alongside Windows examples.
  • Include steps for installing and configuring a web server on Linux VMs (e.g., Apache or Nginx), using Bash or the Azure portal's Run Command for Linux.
  • Offer both PowerShell and Bash/CLI examples for remote command execution and configuration.
  • Explicitly mention that the load balancer works with both Windows and Linux VMs, and show how to mix or choose between them.
  • Add screenshots and code snippets demonstrating Linux VM setup and web server testing.
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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