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
windows_first
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All command-line examples and management steps rely exclusively on PowerShell cmdlets, with no equivalent Linux shell commands or cross-platform CLI alternatives provided. The workflow and troubleshooting steps are centered around Windows tools and patterns, and Windows terminology (such as 'cmdlet') is used throughout. While the prerequisites mention that both Windows and Linux VHDs are supported, there are no Linux-specific instructions or examples for device management, VM deployment, or NUMA configuration. The documentation assumes the use of PowerShell and Windows-centric interfaces for all advanced configuration tasks.
Recommendations
  • Provide equivalent Linux shell (bash) commands for all PowerShell examples, or clarify if PowerShell Core is required and available on Linux.
  • Include instructions for connecting to the device and managing NUMA/vCPU reservations using Linux tools or Azure CLI, if supported.
  • Explicitly document any platform limitations (e.g., if only PowerShell is supported for device management, state this clearly).
  • Add Linux-focused examples for VM deployment, including screenshots or terminal output from a Linux environment.
  • Where possible, use cross-platform tools (such as Azure CLI or REST API) in examples before or alongside PowerShell.
  • Review terminology to ensure it is inclusive of Linux users (e.g., avoid assuming 'cmdlet' is familiar to all readers).
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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