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 Windows bias by exclusively using Windows Server as the VM image, providing only PowerShell-based instructions for backend configuration (IIS installation), and omitting any Linux-based examples or alternatives (such as using Ubuntu and Apache/Nginx, or Bash/CLI commands). The use of Windows tools and patterns is pervasive, and Linux options are neither mentioned nor presented as alternatives.
Recommendations
  • Include parallel instructions for creating Linux-based backend VMs (e.g., Ubuntu) and installing a web server (Apache or Nginx) using Bash or Azure CLI.
  • Provide both PowerShell and Bash/Azure CLI examples for VM extension configuration.
  • Mention Linux as a supported backend OS and highlight differences or considerations for Linux users.
  • Add screenshots and code snippets that demonstrate Linux workflows in the Azure portal and Cloud Shell.
  • Ensure that examples and steps do not assume Windows as the default, and present both Windows and Linux options side-by-side where applicable.
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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
2026-01-12 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 Clean Clean
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