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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All command-line examples use PowerShell, and certificate creation is demonstrated exclusively with Windows tools (New-SelfSignedCertificate, Export-PfxCertificate). The backend VM scale set is configured with Windows Server 2016, and IIS installation is performed via PowerShell scripts. There are no Linux equivalents or examples provided for certificate creation, backend OS selection, or web server setup. The instructions and screenshots assume a Windows-centric workflow throughout.
Recommendations
  • Provide equivalent Linux examples for certificate creation (e.g., using OpenSSL) and exporting .pfx files.
  • Include instructions for creating a VM scale set with a Linux OS (such as Ubuntu) as the backend pool.
  • Demonstrate web server installation on Linux (e.g., Apache or Nginx) using Bash scripts or Azure CLI.
  • Offer Azure CLI or Bash alternatives to PowerShell commands throughout the tutorial.
  • Add screenshots and walkthroughs for Linux-based backend configuration and testing.
  • Clearly indicate OS-specific steps and provide parity for both Windows and Linux users.
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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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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