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
Summary
The documentation page demonstrates bias towards Windows environments by exclusively using IIS (a Windows web server) for backend validation, referencing Azure PowerShell for resource cleanup, and omitting Linux-based alternatives or examples. There are no instructions or examples for deploying or validating with Linux VMs (e.g., using Apache or Nginx), nor are Linux command-line tools (such as Azure CLI or Bash) used for resource management.
Recommendations
  • Include examples for deploying Linux VMs in the backend pool, such as Ubuntu with Apache or Nginx, alongside or instead of IIS.
  • Provide validation steps using Linux-based web servers (e.g., curl to test Apache/Nginx response) in addition to IIS.
  • Offer resource cleanup instructions using Azure CLI (az group delete) and Bash, not just Azure PowerShell.
  • Clarify that both Windows and Linux VMs are supported and provide parity in documentation examples.
  • Add notes or links to relevant Linux documentation for users who prefer non-Windows environments.
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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 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased