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
Summary
The documentation page demonstrates Windows bias by exclusively using Windows Server as the backend VM example and providing only PowerShell commands for backend configuration (IIS installation). There are no Linux VM examples, nor are there instructions for installing a web server on Linux or using Bash/CLI commands. Windows tools and patterns are mentioned exclusively, and Linux alternatives are absent.
Recommendations
  • Add Linux VM examples alongside Windows, such as Ubuntu or CentOS, for backend pool configuration.
  • Provide instructions for installing a web server (e.g., Apache or Nginx) on a Linux VM, including relevant Bash/CLI commands.
  • Include Azure CLI and/or Bash script examples for backend configuration, not just PowerShell.
  • Mention that both Windows and Linux VMs are supported as backend targets, and link to relevant documentation for each.
  • Ensure screenshots and walkthroughs demonstrate parity between Windows and Linux scenarios.
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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets