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
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 operations, referencing Windows-specific tools and policies (such as Group Policy and registry keys), and omitting equivalent Linux/Unix commands or tools for managing Kerberos, LDAP, or AD integration. Windows terminology and tools are introduced first or exclusively, and there are no examples or guidance for Linux administrators who may need to interact with AD or configure Kerberos/NFS integration from non-Windows environments.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using 'kinit', 'ktutil', 'adcli', or 'realm' for Kerberos/AD integration) alongside PowerShell commands.
  • Reference and explain Linux/Unix tools and configuration files (such as /etc/krb5.conf, /etc/sssd/sssd.conf, or /etc/nsswitch.conf) where relevant, especially for NFS and Kerberos setup.
  • Include guidance for managing Kerberos encryption types and LDAP settings on Linux systems, not just via Windows Group Policy or registry.
  • Clarify which steps are required or different for Linux-based clients or administrators, especially in sections discussing SMB, NFS, and dual-protocol volumes.
  • Add troubleshooting tips and best practices for Linux environments, including how to verify AD connectivity, Kerberos ticket acquisition, and LDAP queries from Linux hosts.
  • Where screenshots or UI steps are shown, note any differences for Linux-based management tools or CLI workflows.
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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
2025-09-14 00:00 #111 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets