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 documentation page is heavily biased toward Windows and PowerShell. All code examples use PowerShell, and certificate creation is described only via Windows/PowerShell tools. Instructions for installing Azure PowerShell reference Windows Management Framework and MSI installers, with no mention of Linux or macOS equivalents. There are no examples or guidance for performing these tasks on Linux or macOS, nor are cross-platform CLI tools (like Azure CLI or OpenSSL) mentioned.
Recommendations
  • Add equivalent examples using Azure CLI and Bash for Linux/macOS users.
  • Include instructions for generating certificates using OpenSSL, which is available on Linux/macOS.
  • Provide guidance for installing Azure PowerShell or Azure CLI on Linux/macOS nodes.
  • Explicitly mention cross-platform approaches and tools where possible.
  • Reorder sections or add parallel instructions so that Linux/macOS methods are presented alongside Windows methods.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets