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
windows_first
missing_linux_example
windows_tools
Summary
The tutorial demonstrates significant Windows bias by exclusively using Windows PowerShell commands for certificate creation and VM configuration, referencing Windows-specific tools (New-SelfSignedCertificate, Export-PfxCertificate), and only providing instructions for deploying Windows Server VMs and IIS. No Linux/macOS equivalents or alternatives are offered for certificate creation, VM setup, or backend testing.
Recommendations
  • Add Linux/macOS instructions for creating a self-signed certificate (e.g., using OpenSSL) and exporting to PFX format.
  • Provide examples for deploying Linux VMs as backend servers, including steps for installing a web server (e.g., Apache or Nginx) for testing.
  • Include Azure CLI or Bash Cloud Shell alternatives for VM extension installation and configuration.
  • Clearly indicate that both Windows and Linux backend pools are supported, and provide parity in examples.
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Scan History

Date Scan Status Result
2026-03-04 00:00 #450 in_progress Biased Biased
2026-03-03 00:00 #446 in_progress Clean Clean
2026-03-02 00:00 #442 in_progress Biased Biased
2026-03-01 00:00 #438 in_progress Biased Biased
2026-02-28 00:00 #434 in_progress Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets