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 by exclusively using PowerShell for all examples and instructions. There are no references to Linux-native tools, Azure CLI, Bash, or cross-platform scripting. The installation instructions and all code samples assume the use of Azure PowerShell, which is most commonly used on Windows and is less familiar to Linux users. No equivalent Linux or Azure CLI examples are provided, and Windows-centric patterns (such as 'PS C:\>' prompts) are used throughout.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and widely used on Linux and macOS.
  • Include Bash script samples for common tasks, such as role assignment and user lookup.
  • Explicitly mention that Azure PowerShell can be installed and used on Linux and macOS, or link to cross-platform installation guides.
  • Provide guidance on how to perform these tasks using the Azure Portal (web UI), which is platform agnostic.
  • Reorder sections or add notes to clarify that these operations can be performed on any OS, not just Windows.
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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 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