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 is used as the VM image, and all instructions for installing and configuring the web server (IIS) are provided exclusively for Windows, using Windows PowerShell commands and Windows-specific tools. There are no examples or guidance for deploying Linux VMs, installing a web server on Linux, or using Linux command-line tools. This limits the tutorial's applicability for users who prefer or require Linux-based solutions.
Recommendations
  • Provide parallel instructions for creating Linux VMs (e.g., Ubuntu or CentOS) alongside Windows examples.
  • Include Linux-specific steps for installing a web server (e.g., Apache or Nginx) using bash commands.
  • Offer both PowerShell and bash command examples for server configuration.
  • Clarify that the load balancer works with both Windows and Linux VMs, and link to relevant Linux documentation.
  • Add screenshots or code snippets showing Linux terminal usage where appropriate.
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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