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
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a Windows-centric bias. It consistently references Windows tools (such as 'Active Directory Sites and Services'), provides step-by-step instructions and screenshots for Windows GUI utilities, and describes AD DS concepts and operations primarily from a Windows Server perspective. While Linux client authentication via Kerberos is mentioned, there are no Linux-specific configuration examples, tools, or screenshots. The documentation assumes familiarity with Windows administration and omits equivalent Linux-based approaches for managing AD DS integration or site topology.
Recommendations:
  • Provide Linux-based examples for AD DS integration, such as using Samba tools (e.g., samba-tool, net ads) for site discovery and domain controller management.
  • Include command-line examples for querying DNS SRV records and validating AD DS connectivity using Linux utilities (e.g., dig, host, kinit, ldapsearch).
  • Offer guidance or references for managing AD DS from Linux environments, such as using RSAT alternatives or open-source LDAP management tools.
  • Balance screenshots and step-by-step instructions by including both Windows and Linux workflows where applicable.
  • Clarify that while the Windows GUI tools are commonly used, equivalent operations can be performed from Linux systems, and provide links or instructions for those workflows.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-08-08 00:00 #74 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased