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 strong Windows bias: all VM creation instructions use Windows Server, IIS is the only web server installed, and the only automation example is via PowerShell. There are no Linux VM options, no Linux web server (e.g., Apache, Nginx) instructions, and no Bash/Azure CLI examples for setup or verification. This may confuse or exclude Linux/macOS users who wish to follow the tutorial using their preferred platforms.
Recommendations
  • Provide parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Include steps to install a Linux web server (such as Apache or Nginx) and verify its operation.
  • Offer Azure CLI or Bash script examples for VM extension installation and configuration, alongside PowerShell.
  • Clearly state that backend pools can use both Windows and Linux VMs, and link to relevant Linux setup guides.
  • Show Linux verification screenshots and commands in the 'Test the application gateway' section.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Clean Clean
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets