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 documentation page demonstrates a strong Windows bias, especially in the certificate creation and backend VM setup steps. Only Windows PowerShell commands are provided for creating and exporting self-signed certificates, with no mention of Linux or macOS alternatives (e.g., OpenSSL). The backend VM creation is exclusively shown with Windows Server, and IIS installation is performed using PowerShell scripts. There are no examples or guidance for Linux VMs, Apache/Nginx web servers, or Linux/macOS certificate creation workflows.
Recommendations
  • Provide Linux/macOS instructions for creating self-signed certificates using OpenSSL, including export to PFX format.
  • Include examples for creating Linux VMs (e.g., Ubuntu) as backend servers, and show how to install Apache or Nginx for testing.
  • Offer equivalent shell commands for certificate management and web server setup on Linux/macOS.
  • Clearly state that Application Gateway supports both Windows and Linux backend servers, and link to cross-platform setup guides.
  • Present examples for both platforms side-by-side or in separate sections to improve parity.
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Scan History

Date Scan Status Result
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