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
windows_first
Summary
The documentation page demonstrates a strong Windows bias in its operational instructions. All command-line examples and configuration steps are provided exclusively using PowerShell cmdlets, with no Linux shell equivalents or cross-platform alternatives. The workflow assumes access to a PowerShell interface and references Windows-centric tools and documentation (e.g., links to Windows NUMA support). Although VM images can be Windows or Linux, the management and configuration steps are Windows/PowerShell-only, creating friction for Linux/macOS users.
Recommendations
  • Provide equivalent Linux shell commands (e.g., Bash) for device management tasks, where supported.
  • Clarify whether the PowerShell interface is accessible from Linux/macOS (e.g., via PowerShell Core), and provide instructions for such scenarios.
  • Add explicit notes or sections for Linux/macOS users, including prerequisites and alternative workflows.
  • Reference Linux NUMA documentation and tools (e.g., numactl, lscpu) where relevant.
  • Ensure that examples and screenshots alternate or include both Windows and Linux perspectives.
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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