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_first
windows_tools
missing_linux_example
Summary
The documentation is heavily oriented toward Windows and PowerShell, with most troubleshooting steps, examples, and cmdlets referencing Windows tools and workflows. PowerShell DSC is assumed as the default, and Linux-specific guidance is minimal and appears only in isolated sections. Many steps (such as certificate cleanup, extension management, and log analysis) provide only Windows/PowerShell instructions, and Windows terminology and tools are mentioned before or instead of Linux equivalents.
Recommendations
  • Add Linux-specific troubleshooting steps and examples for all major scenarios, especially where only PowerShell or Windows instructions are given.
  • Provide equivalent Linux commands (e.g., for certificate management, log analysis, extension handling) alongside PowerShell examples.
  • Clearly indicate when a step or tool is Windows-only and offer Linux alternatives or workarounds.
  • Ensure Linux onboarding, error resolution, and node management are covered with parity to Windows, including references to Linux DSC agents and their logs.
  • Reorder examples so that Linux and Windows are presented equally, or group them by platform.
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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
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets