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 exhibits a strong Windows bias. All command-line examples use PowerShell, and instructions reference Windows paths and tools (e.g., saving kubeconfig to C:\Users\<username>\.kube, running kubectl from PS C:\WINDOWS\system32>). There is no mention of Linux or macOS equivalents, nor are alternative shell commands or file locations provided. The use of Windows-specific cmdlets (e.g., Get-HcsGpuNvidiaSmi, New-HcsKubernetesUser) and the assumption of a Windows client environment further reinforce this bias.
Recommendations
  • Provide equivalent Linux/macOS instructions and examples, including bash shell commands and typical file paths (e.g., ~/.kube/config).
  • Clarify whether the PowerShell cmdlets are available on Linux (via PowerShell Core) or if alternative tools/commands exist for non-Windows clients.
  • Include screenshots or terminal outputs from Linux environments where applicable.
  • Explicitly list supported client operating systems and note any limitations or differences in the workflow for Linux/macOS.
  • Where Windows-specific tools are required, suggest cross-platform alternatives or document how Linux users can access the same functionality.
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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