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
windows_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation provides both Linux and Windows examples for creating pools with extensions, but there is a noticeable bias towards Windows in several areas. The list of supported extensions includes more Windows-specific extensions (such as Antimalware, Diagnostics, DSC, and multiple GPU drivers for Windows), while Linux equivalents are fewer or missing. Windows tools and concepts (like certificateStoreLocation: LocalMachine, keyExportable, and references to Windows-specific extensions) are mentioned explicitly, and some troubleshooting and extension documentation links prioritize Windows. There is also a lack of parity in example depth and troubleshooting guidance for Linux compared to Windows.
Recommendations
  • Expand the list of supported extensions to include more Linux equivalents where possible, or clarify parity gaps.
  • Provide troubleshooting steps and log locations for Linux extensions, similar to those given for Windows.
  • Ensure that Linux examples are as detailed as Windows examples, especially for advanced configuration options.
  • Mention Linux tools and patterns (such as systemd, journald, or Linux certificate stores) where relevant, and provide guidance for their use.
  • When listing extensions, alternate between Windows and Linux or group them by OS to avoid implicit prioritization.
  • Add explicit notes about any functionality that is only available on Windows, and suggest Linux alternatives or workarounds.
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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 Clean Clean
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 Clean Clean

Flagged Code Snippets