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
Summary
The documentation provides both PowerShell and Azure CLI examples for creating a service principal, but the PowerShell example is presented first and is described as being tested in Visual Studio Code, which is more commonly associated with Windows environments. There is no explicit mention of Linux or macOS compatibility, nor are there any bash-specific or Linux shell examples, which may leave Linux users uncertain about cross-platform support.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and provide bash/zsh shell context for CLI examples.
  • Add a note or section confirming that all steps are cross-platform and highlight any differences (if any) for Linux/macOS users.
  • Consider presenting Azure CLI (which is cross-platform) examples before PowerShell, or at least in parallel, to avoid a Windows-first impression.
  • If Visual Studio Code is mentioned, clarify that it is available on all major platforms, or suggest alternatives for Linux users.
  • Include troubleshooting tips or links for Linux users who may encounter environment-specific issues.
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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
2026-01-11 00:00 #240 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets