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 and Windows-specific tools (e.g., Remove-AzureRmVMExtension cmdlet) are referenced exclusively for extension removal, with no equivalent Linux/CLI instructions. Troubleshooting and extension installation steps highlight Windows scenarios (e.g., TLS 1.2 on Windows 2016 VHD) and link to Windows-specific guidance before Linux. Linux examples are either deferred, less detailed, or referenced only as an afterthought (e.g., Red Hat GPU extension installation). There are no explicit Linux CLI or Azure CLI examples for common management tasks.
Recommendations
  • Provide equivalent Azure CLI or Bash examples for all PowerShell commands, especially for tasks like removing VM extensions.
  • Ensure troubleshooting and installation steps for Linux are as detailed and prominent as those for Windows.
  • When referencing OS-specific requirements (e.g., TLS 1.2 for Windows 2016), also mention any Linux-specific prerequisites or considerations.
  • Present Linux and Windows instructions in parallel or in clearly separated tabs, rather than listing Windows first or exclusively.
  • Include explicit Linux/CLI guidance for common management tasks, not just portal-based workflows.
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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