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
Summary
The documentation page demonstrates a moderate Windows bias. While API and SDK usage is platform-neutral, the only command-line examples provided are for Azure PowerShell cmdlets, with no mention of Linux/macOS equivalents (such as Azure CLI or Bash scripting). There are no examples or guidance for Linux users on how to perform role management tasks outside of PowerShell, nor is there any indication of cross-platform support for the cmdlets. The documentation assumes familiarity with PowerShell and Windows tooling, which may create friction for Linux/macOS users.
Recommendations
  • Add Azure CLI examples for all cmdlet operations (Get, New, Set, Remove) to ensure Linux/macOS users can follow along.
  • Explicitly state whether the PowerShell cmdlets are supported on Linux/macOS (via PowerShell Core), and provide installation instructions if so.
  • Include Bash or shell script examples for API calls using curl or similar tools.
  • Clarify cross-platform SDK support (e.g., .NET Core vs. .NET Framework) and mention any Linux/macOS compatibility.
  • Reorder sections or add notes to highlight platform neutrality and Linux/macOS support where applicable.
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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