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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by providing only Windows/PowerShell command examples for Active Directory management (e.g., Get-ADUser, Set-ADUser), referencing Windows-specific tools and policies (such as Group Policy, registry keys, and Windows security privileges), and focusing on Windows terminology and workflows. There are no equivalent Linux or cross-platform command examples or guidance for managing AD connections from non-Windows environments. Azure CLI is mentioned, but only as an alternative for Azure resource registration, not for AD management. The documentation assumes the admin is operating in a Windows-centric environment.
Recommendations:
  • Provide equivalent Linux command-line examples (e.g., using ldapmodify, kinit, or samba-tool) for managing AD user properties and Kerberos encryption types.
  • Reference cross-platform tools (such as Samba, sssd, or realmd) for joining and managing Active Directory from Linux systems.
  • Include Linux/Unix-specific considerations and workflows for AD integration, especially for NFS and Kerberos scenarios.
  • Balance the order of presentation so that Linux and Windows tools are introduced together, or provide parallel instructions for both platforms.
  • Clarify which steps are Windows-only and offer alternatives or guidance for non-Windows environments.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-08-12 00:00 #78 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ✅ Clean
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ❌ Biased
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ❌ Biased
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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