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 in several ways: the only virtual machine example uses Windows Server 2019 Datacenter, and the only backend configuration and testing instructions involve installing IIS via Azure PowerShell (with Windows-specific commands). There are no Linux VM examples, nor instructions for deploying or testing with a Linux backend (e.g., Apache or Nginx). The PowerShell-based IIS installation is presented as the default method for backend testing, with no Bash or Linux alternatives.
Recommendations
  • Add parallel instructions for creating a Linux VM (e.g., Ubuntu or CentOS) as a backend target, including portal steps and configuration.
  • Provide Linux-based testing instructions, such as installing Apache or Nginx via Bash/Cloud Shell, and verifying connectivity using curl or similar tools.
  • Include Bash/CLI examples alongside PowerShell for backend configuration and extension installation.
  • Clarify that both Windows and Linux VMs are supported as backend targets, and provide links or references to relevant Linux documentation.
  • Present Windows and Linux examples side-by-side or alternate their order to avoid implicit prioritization.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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