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 demonstrates a moderate Windows bias. PowerShell is referenced as the primary method for removing GPU extensions, with no equivalent Linux command or Azure CLI example provided. The troubleshooting note specifically addresses a Windows 2016 VHD scenario, and the only explicit command-line tool mentioned is PowerShell. While Linux is referenced (e.g., Red Hat image note, mention of Linux in extension installation), Linux-specific instructions, examples, or parity in command-line tooling are missing or deferred to linked pages. Windows tools and patterns are mentioned first or exclusively in several places.
Recommendations
  • Provide Azure CLI or Bash examples alongside PowerShell commands, especially for tasks like removing extensions.
  • Include explicit Linux VM examples (e.g., Ubuntu, CentOS) in extension installation and troubleshooting sections.
  • When referencing OS-specific issues (such as TLS 1.2 for Windows 2016), include any known Linux-specific caveats or clarify if none exist.
  • Ensure that both Windows and Linux workflows are described with equal prominence and detail, ideally in parallel tabbed sections.
  • Reference Linux documentation or commands directly within the page, not only via links.
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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