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
Summary
The documentation page demonstrates moderate Windows bias. Azure PowerShell is referenced as the primary method for connecting to Azure Resource Manager and for removing GPU extensions, with no mention of Linux/macOS CLI alternatives. The troubleshooting note specifically addresses Windows 2016 VHD, and Windows tools (PowerShell cmdlets) are mentioned before or instead of Linux equivalents. Linux is referenced only in passing (e.g., Red Hat image note), and instructions for Linux users are deferred to other pages, rather than being included directly.
Recommendations
  • Provide equivalent instructions for connecting to Azure Resource Manager using Azure CLI on Linux/macOS, not just Azure PowerShell.
  • Include examples for removing GPU extensions using Azure CLI or REST API, suitable for Linux/macOS users.
  • When referencing troubleshooting steps, ensure Linux-specific issues and steps are also covered or linked.
  • Present Windows and Linux instructions side-by-side or in tabs, rather than Windows-first or Windows-only.
  • Explicitly mention supported Linux distributions and provide sample commands for common tasks (e.g., extension management) on Linux.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets