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 notable Windows bias: it exclusively uses Windows Server VMs as backend examples, provides only Windows PowerShell commands for IIS installation, and details editing the Windows hosts file with Windows-specific instructions and tools. There are no Linux VM examples, nor are there Linux shell commands or hosts file instructions for Linux/macOS users. Windows tools and patterns (e.g., ipconfig) are mentioned exclusively.
Recommendations
  • Include parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Provide Linux/macOS shell commands for installing a web server (e.g., Apache or Nginx) and editing the hosts file.
  • Add hosts file editing steps for Linux/macOS (e.g., using sudo nano /etc/hosts) and relevant commands (e.g., systemd-resolve --flush-caches).
  • Offer PowerShell and Bash/Azure CLI alternatives for VM extension installation.
  • Clarify that Application Gateway supports both Windows and Linux backends, and link to relevant documentation.
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