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
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a strong Windows bias. All virtual machine creation examples use Windows images (win2022datacenter, Win2019Datacenter), and installation of IIS is performed via PowerShell commands. There are no examples or instructions for deploying Linux VMs, installing a Linux web server (such as Apache or Nginx), or using Linux-native tools. The test instructions reference Internet Explorer, further reinforcing a Windows-centric approach. No Linux alternatives or parity are provided.
Recommendations
  • Provide parallel examples for Linux VMs, such as using Ubuntu or CentOS images in the az vm create commands.
  • Include instructions for installing a web server on Linux VMs (e.g., Apache or Nginx) using appropriate shell commands.
  • Show how to test the load balancer from a Linux VM, using browsers like Firefox or command-line tools like curl.
  • Avoid referencing Windows-only tools (e.g., Internet Explorer, PowerShell) without Linux equivalents.
  • Explicitly mention that the Azure CLI works cross-platform and highlight any OS-specific considerations.
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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 Clean Clean
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