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_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several ways. Most queries and examples reference Windows-specific concepts (e.g., 'WindowsPendingReboot'), and there is a lack of parity for Linux-focused scenarios except for a single explicit Linux example. Windows terminology and assignment names are used without equivalent Linux examples, and the documentation does not provide Linux-specific guest configuration queries (e.g., pending reboot for Linux, installed applications for Windows). PowerShell is featured as a primary automation tool, which is traditionally Windows-centric, and Windows-related queries appear before Linux ones.
Recommendations
  • Add equivalent Linux guest configuration assignment examples (e.g., 'LinuxPendingReboot', installed applications for Windows).
  • Ensure examples for both Windows and Linux are provided for each scenario, not just one or the other.
  • Where possible, use cross-platform terminology and avoid Windows-specific names unless also providing Linux equivalents.
  • Include Bash or shell scripting examples for Linux users alongside PowerShell.
  • Clearly indicate which queries/examples apply to Windows, Linux, or both, and strive for parity in coverage and detail.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets