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
powershell_heavy
missing_linux_example
Summary
The documentation exhibits a Windows bias in several ways: Windows-specific concepts (NTDomain, NetBiosName, SID, RegistryKey/Hive, WindowsSecurityZoneType) are consistently mentioned and defined, often before or instead of Linux equivalents. Many identifiers and schema fields reference Windows-centric technologies (Active Directory, NTFS, Windows Registry, Windows Security Zones) with no mention of Linux alternatives (e.g., Linux user/group IDs, /etc/passwd, Linux file attributes, Linux process details). The OSFamily enum lists Linux, but no Linux-specific fields or examples are provided. There are no Linux-specific identifier patterns, and examples are almost exclusively Windows-oriented.
Recommendations
  • Add Linux-specific identifiers and examples for Account, Host, File, and Process entities (e.g., UID/GID, /etc/passwd, /etc/group, Linux file paths, Linux process attributes).
  • Include Linux registry/file system equivalents or clarify how Linux systems are represented (e.g., mention that RegistryKey/Hive is Windows-only, and describe Linux configuration file mapping).
  • Provide Linux-centric examples alongside Windows ones, such as Linux domain names, hostnames, and process details.
  • Clarify in each schema field which identifiers are Windows-specific and which are applicable to Linux, and add Linux-specific documentation where possible.
  • Expand the OSFamily and OSVersion sections to provide Linux-specific details and examples, such as common distributions and versioning schemes.
  • Where Windows tools or concepts are referenced (e.g., NTFS, Active Directory, WindowsSecurityZoneType), provide Linux alternatives or note their absence.
GitHub Create Pull Request

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 Clean Clean