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 are heavily oriented around Active Directory (AD), Microsoft Entra Domain Services, and Windows-centric concepts. Windows terminology (e.g., 'Administrator group', 'OU', 'Kerberos', 'LDAP Signing') is used throughout, and PowerShell commands are provided for Kerberos configuration. Linux-specific troubleshooting steps, tools, and examples are less prominent, and when present (e.g., NFSv4.1 Kerberos troubleshooting), they appear later in the document. There are no Linux command-line examples for common diagnostics (such as using dig, host, or systemctl for DNS/LDAP issues), and Windows/AD patterns are assumed as the default.
Recommendations
  • Add Linux-specific troubleshooting steps and examples alongside Windows/AD guidance, especially for DNS, LDAP, and Kerberos errors.
  • Provide Linux command-line examples (e.g., using dig, host, nslookup, systemctl) for verifying DNS, LDAP, and Kerberos configurations.
  • Include parity in privilege and group membership explanations for Linux environments (e.g., mapping POSIX groups, using sssd or winbind).
  • When mentioning PowerShell commands, also provide equivalent Linux commands or configuration steps (e.g., using samba-tool, kadmin, or editing krb5.conf).
  • Clarify when troubleshooting steps are specific to Windows/AD environments and offer alternatives for Linux-only deployments.
  • Ensure that NFS and Linux-centric troubleshooting is given equal prominence and not relegated to later sections.
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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