Bias Analysis
Detected 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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