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 exhibits a strong Windows bias by exclusively using Windows Server virtual machines as backend examples, providing only PowerShell commands for IIS installation, and referencing IIS (a Windows-only web server) for backend verification. There are no Linux VM creation steps, no Linux web server (e.g., Apache, Nginx) setup instructions, and no Bash/Azure CLI examples for VM configuration. All example commands and screenshots are Windows-centric, making it difficult for Linux/macOS users to follow or adapt the tutorial.
Recommendations
  • Add parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Provide examples for installing a web server on Linux VMs (e.g., Apache or Nginx) using Bash or Azure CLI.
  • Include Bash/Azure CLI commands for VM extension installation and web server setup.
  • Show screenshots and verification steps for Linux web servers.
  • Clearly indicate that backend pools can use both Windows and Linux VMs, and provide guidance for both.
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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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