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, referencing Windows-specific tools and policies (e.g., Group Policy, registry keys), and omitting equivalent Linux or cross-platform methods for managing AD connections. Windows terminology and tools are introduced first and often exclusively, with no mention of Linux-based AD management or integration approaches.
Recommendations:
  • Provide equivalent Linux command-line examples (e.g., using 'ldapmodify', 'kinit', 'realm', or 'adcli') for managing Kerberos encryption types and AD user properties.
  • Include references to cross-platform tools (such as Samba, sssd, or realmd) for AD integration and configuration.
  • Document how to perform AD-related administrative tasks from Linux systems, not just via PowerShell or Windows Group Policy.
  • Clarify which features or steps are Windows-only and offer Linux alternatives where possible.
  • Add guidance for Linux administrators on troubleshooting and configuring Azure NetApp Files AD connections from 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

Flagged Code Snippets