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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ windows_heavy_examples
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows terminology, formats, and examples throughout the schema reference. Windows-specific formats (such as domain\hostname, SID, and Windows DHCP server log quirks) are mentioned before or more prominently than their Linux or open-source equivalents. Several fields and examples focus on Windows environments, and guidance is often tailored to Windows server behavior, with Linux or non-Windows systems only briefly referenced or omitted.
Recommendations:
  • Provide Linux/Unix-specific examples alongside Windows examples for fields like SrcHostname, SrcUserId, and SrcUsername.
  • Discuss Linux DHCP server logging formats and any normalization considerations, not just Windows-specific quirks (e.g., MAC address formatting).
  • When listing possible values or formats (e.g., for SrcDomainType, SrcUsernameType), present Linux/Unix and open-source conventions first or equally, rather than always leading with Windows.
  • Include guidance for parsing and normalizing data from common Linux DHCP servers (such as ISC DHCP, Kea) in addition to Windows DHCP.
  • Balance the documentation by referencing both Windows and Linux tools, patterns, and environments, ensuring parity in detail and prominence.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased