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 examples use Windows Server, and IIS installation is performed exclusively via Azure PowerShell and Windows-specific commands. The hosts file editing instructions are written for Windows, with no mention of Linux equivalents. There are no examples or guidance for deploying Linux VMs, installing web servers on Linux, or editing Linux hosts files.
Recommendations
  • Include parallel instructions for creating Linux virtual machines (e.g., Ubuntu) and installing a web server (such as Apache or Nginx) using Bash or Azure CLI.
  • Provide Linux-specific guidance for editing the /etc/hosts file and flushing DNS cache (e.g., using 'sudo systemctl restart systemd-resolved' or 'sudo service network-manager restart').
  • Offer Azure CLI or Bash script alternatives to PowerShell commands for VM extension installation.
  • Clarify that Application Gateway supports both Windows and Linux backend servers, and show examples for both.
  • Present hosts file editing instructions for both Windows and Linux, either side-by-side or in separate sections.
GitHub Create Pull Request

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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets