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 exhibits a strong Windows bias, especially in the 'Generate a service principal' section, which provides only a PowerShell script for service principal creation and instructions for running it in a Windows PowerShell environment. There are no equivalent examples or guidance for Linux/macOS users (e.g., Bash, Azure CLI), and the prerequisites specifically require Azure PowerShell. Windows tools and patterns are mentioned exclusively and first, creating friction for users on other platforms.
Recommendations
  • Provide equivalent instructions and scripts for Linux/macOS users, such as using Azure CLI (az ad sp create-for-rbac) with Bash.
  • Include cross-platform examples for service principal creation and related steps.
  • Clarify which steps are platform-specific and offer alternatives for non-Windows environments.
  • Update prerequisites to mention Azure CLI as an alternative to Azure PowerShell.
  • Reorder examples or provide parallel instructions so that Linux/macOS users are not forced to adapt Windows-centric guidance.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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