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 exclusively uses Windows Server images for all VM creation steps and provides only Windows PowerShell commands for configuring IIS. There are no Linux VM options, nor are there Bash or Linux-native instructions for web server setup. The documentation assumes Windows as the default and does not mention Linux alternatives, creating friction for users who prefer or require Linux-based deployments.
Recommendations
  • Include instructions for creating Linux VMs (e.g., Ubuntu, CentOS) alongside Windows VMs.
  • Provide equivalent Bash/SSH commands for installing and configuring a web server (such as Apache or Nginx) on Linux VMs.
  • Add screenshots and portal steps for selecting Linux images during VM creation.
  • Explicitly mention that both Windows and Linux VMs are supported in backend pools, and link to relevant Linux setup documentation.
  • Present Windows and Linux examples in parallel or alternate their order to avoid 'windows_first' bias.
GitHub Create Pull Request

Scan History

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

Flagged Code Snippets