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_tools
missing_linux_example
windows_first
Summary
The tutorial is heavily biased towards Windows and PowerShell usage. All examples use Azure PowerShell cmdlets, and certificate creation relies on Windows-specific PowerShell commands (New-SelfSignedCertificate, Export-PfxCertificate). There are no CLI or Linux/macOS alternatives provided, and the instructions assume a Windows environment (e.g., file paths like c:\appgwcert.pfx). This creates friction for Linux/macOS users, who may not have access to these tools or may need to find alternative methods.
Recommendations
  • Add equivalent Azure CLI examples for all resource creation and configuration steps.
  • Provide instructions for creating self-signed certificates using OpenSSL (cross-platform) as an alternative to New-SelfSignedCertificate.
  • Use platform-neutral file paths in examples, or clarify differences for Linux/macOS users.
  • Explicitly mention how Linux/macOS users can install and use Azure PowerShell, or offer CLI alternatives as the primary or parallel workflow.
  • Reorder examples so that cross-platform methods (Azure CLI, OpenSSL) are presented first or alongside PowerShell.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #237 in_progress Clean Clean
2026-02-11 00:00 #233 in_progress Clean Clean
2026-02-10 00:00 #229 completed Biased Biased
2026-01-25 00:00 #165 completed Biased Biased
2026-01-24 00:00 #161 completed Biased Biased
2026-01-23 00:00 #157 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets