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
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. Troubleshooting guidance and error resolutions for SMB and dual-protocol volumes consistently reference Active Directory Domain Services (AD DS), Microsoft Entra Domain Services, and Windows-centric concepts (such as machine accounts, Kerberos errors, OU paths, and LDAP Signing). PowerShell commands are provided for Kerberos configuration, but equivalent Linux commands (e.g., using 'ldapmodify', 'kinit', or 'adcli') are not shown. In dual-protocol and NFS sections, Linux is referenced (e.g., restarting rpc-gssd), but Windows tools and terminology appear first or exclusively in many places. There are no explicit Linux-focused troubleshooting examples for NFS or LDAP, and Windows/AD terminology dominates the explanations.
Recommendations
  • Add Linux-specific troubleshooting steps and examples for NFS and LDAP errors, including common commands (e.g., 'kinit', 'adcli', 'ldapsearch', 'systemctl') and log file locations.
  • Provide parity by including Linux CLI commands alongside PowerShell commands for Kerberos and AD account management.
  • Where AD DS/Entra DS is referenced, clarify how equivalent configurations can be validated or troubleshot on Linux systems (e.g., using Samba, SSSD, or winbind).
  • Balance terminology by introducing Linux/UNIX concepts (such as /etc/krb5.conf, /etc/ldap.conf, nsswitch.conf) when discussing authentication and directory services.
  • Ensure that troubleshooting steps for dual-protocol volumes explicitly address both Windows and Linux client scenarios, not just Windows user mapping.
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Scan History

Date Scan Status Result
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
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
2025-08-17 00:01 #83 cancelled 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