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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates Windows bias by exclusively using Windows Server as the backend VM example and providing only PowerShell instructions for backend configuration (IIS installation). There are no Linux VM examples, nor are there Bash or Linux-native instructions for backend setup or testing. Windows tools and patterns are mentioned without Linux equivalents, and Windows is presented as the default/first option for backend targets.
Recommendations
  • Include parallel instructions for creating and configuring a Linux VM (e.g., Ubuntu) as a backend target.
  • Provide Bash/Azure CLI commands for installing a web server (such as Apache or Nginx) on Linux VMs.
  • Offer both Windows and Linux backend pool configuration examples, ensuring equal visibility and parity.
  • Add notes or sections highlighting differences or considerations for Linux users.
  • Ensure that testing steps (such as verifying connectivity) are described for both Windows and Linux 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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets