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
windows_first
missing_linux_example
Summary
The documentation page demonstrates several Windows biases: PowerShell is the only scripting example provided for service principal setup, with no equivalent Bash or Azure CLI example for Linux users. Windows tools (PuTTY) are mentioned as SSH clients, and Windows connection instructions are referenced before Linux. There is a lack of Linux-specific command-line examples, and Windows-centric patterns (RDP, PowerShell) are described in more detail than Linux alternatives.
Recommendations
  • Provide Azure CLI or Bash equivalents for all PowerShell commands, especially for service principal setup and key creation.
  • Mention native Linux SSH clients (e.g., OpenSSH) before or alongside PuTTY, and clarify usage for both Windows and Linux users.
  • Ensure Linux connection instructions are as detailed and prominent as Windows instructions, including command-line usage examples.
  • Add explicit Linux command-line examples for key vault and disk encryption set creation, not just referencing PowerShell.
  • Review the ordering of instructions and examples so that Linux and Windows are presented with equal prominence and detail.
GitHub Create Pull Request

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
2026-01-11 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets