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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a Windows bias by exclusively referencing PowerShell for device access and GPU monitoring (e.g., 'connect to the PowerShell interface', 'Get-HcsNvidiaSmi' command), without providing equivalent Linux shell or cross-platform CLI instructions. No Linux or bash examples are given for GPU management, and Windows-specific tools and patterns are mentioned first and exclusively.
Recommendations:
  • Provide equivalent Linux/bash commands for GPU monitoring and management, such as using 'ssh' to connect and running 'nvidia-smi' directly.
  • Include examples of editing deployment YAML files and environment variables from both Windows and Linux perspectives.
  • Clarify whether the device supports Linux-based management interfaces, and if so, document their usage.
  • Avoid assuming PowerShell as the default interface; mention both PowerShell and bash/shell alternatives where possible.
  • Add a section or note for users managing Azure Stack Edge Pro GPU devices from Linux or macOS environments.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

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