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 demonstrates a strong Windows bias, especially in the VM creation and configuration steps. Only Windows Server images are used for virtual machines, and IIS installation is performed exclusively via Windows PowerShell commands. There are no Linux VM options, nor are there instructions for deploying or configuring a Linux-based web server (e.g., Apache or Nginx). All examples and screenshots focus on Windows tools and workflows, with no mention of Linux equivalents.
Recommendations
  • Include parallel instructions for deploying Linux VMs (e.g., Ubuntu) in the backend pool.
  • Provide Linux-specific steps for installing and configuring a web server (e.g., Apache or Nginx) using Bash or cloud-init scripts.
  • Offer both Windows and Linux command examples for server setup, and clarify that either OS can be used.
  • Add screenshots and portal instructions relevant to Linux VM creation and configuration.
  • Explicitly state that the load balancer and DDoS protection work with both Windows and Linux workloads.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets