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 documentation exclusively uses Windows Server VM images and Windows PowerShell commands for configuring IIS on backend VMs. There are no Linux VM options or Linux-based web server installation instructions, and Windows/PowerShell patterns are presented as the only approach. This creates friction for users wishing to deploy Linux-based backend pools.
Recommendations
  • Provide parallel instructions for creating Linux VMs (e.g., Ubuntu) in the backend pool.
  • Include Linux-based web server setup (e.g., Apache or Nginx) using Bash/SSH commands.
  • Show both Windows and Linux examples for backend VM configuration and load balancer testing.
  • Explicitly mention that backend pools can use Linux VMs and link to relevant Linux setup guides.
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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