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 a Windows bias by referencing PowerShell as a primary interface for managing Kubernetes RBAC on Azure Stack Edge Pro devices, mentioning PowerShell before or alongside kubectl, and omitting any Linux-specific CLI or shell usage. There are no examples or instructions for Linux users, nor are Linux-native tools or patterns discussed. The documentation assumes familiarity with Windows environments and tools, potentially excluding or disadvantaging Linux users.
Recommendations
  • Add explicit Linux shell (bash) examples for all operations currently described with PowerShell.
  • Clarify that kubectl can be used from Linux, macOS, and Windows, and provide platform-agnostic instructions.
  • Include references to Linux-native tools and workflows where applicable.
  • Ensure that any step-by-step guides or diagrams do not assume PowerShell as the default interface; offer alternatives for Linux users.
  • Review terminology to avoid Windows-centric language (e.g., 'PowerShell interface of the device') and use more inclusive phrasing.
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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