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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a notable Windows bias, especially in the 'Install IIS' section, where only Windows PowerShell commands are provided for installing and configuring IIS on the backend VMs. There are no instructions or examples for deploying a Linux-based web server (such as Apache or Nginx) on Linux VMs, nor are Linux command-line equivalents given. The workflow assumes Windows VMs and Windows tooling (PowerShell, IIS), and does not mention Linux alternatives or provide parity for non-Windows users.
Recommendations
  • Add a parallel section for Linux VMs, showing how to install Apache or Nginx using Bash commands (e.g., apt, yum) and configure a custom index.html.
  • Explicitly state that both Windows and Linux VMs are supported, and provide guidance for choosing between them.
  • Include Linux command-line examples alongside PowerShell, and mention SSH as a connection method for Linux VMs.
  • Reference Linux documentation and tools (e.g., systemctl, nano, vi) where appropriate.
  • Consider reordering or splitting instructions so that Windows and Linux paths are equally visible and accessible.
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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