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-centric bias by focusing primarily on Windows tools and patterns for Active Directory Domain Services (AD DS) site design. Windows terminology and utilities (such as Active Directory Sites and Services, nslookup, and references to Windows Server documentation) are used exclusively, with no equivalent Linux tooling or procedures provided. While Linux clients are mentioned in the context of Kerberos authentication, there are no Linux-specific configuration examples, tools, or troubleshooting steps. The documentation assumes the use of Windows-based management tools and does not address how to perform equivalent tasks from Linux environments.
Recommendations
  • Provide Linux-based examples for verifying DNS SRV records (e.g., using dig or host commands) alongside nslookup.
  • Include instructions or references for managing AD DS site and subnet assignments using cross-platform tools or via command-line interfaces (such as PowerShell Core on Linux, or relevant LDAP tools).
  • Offer guidance for Linux administrators on integrating with AD DS, including troubleshooting connectivity and authentication from Linux clients.
  • Reference open-source or cross-platform alternatives for AD DS management where possible, or clarify which steps require Windows-only tools.
  • Balance the order of presentation so that Linux and Windows scenarios are treated equally, especially in authentication and connectivity sections.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased