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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias throughout. All command-line examples use PowerShell, and Windows-specific tools and file paths (e.g., C:\Users\<username>\.kube) are referenced exclusively. There are no Linux/macOS equivalents or examples provided for connecting to the device, managing Kubernetes configs, or running kubectl commands. The instructions assume a Windows client environment, with PowerShell required for device access and all screenshots and command outputs shown from Windows terminals.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell commands, using bash and standard Linux tools where appropriate.
  • Include instructions for saving Kubernetes config files in Linux/macOS home directories (e.g., ~/.kube/config).
  • Show kubectl commands and outputs from Linux/macOS terminals in addition to Windows examples.
  • Clarify whether device access and management can be performed from Linux/macOS clients, and document any prerequisites or limitations.
  • If Windows-only tools (e.g., Get-HcsGpuNvidiaSmi, New-HcsKubernetesUser) are required, explicitly state this and suggest alternatives or workarounds for non-Windows users.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets