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
missing_linux_example
Summary
The documentation demonstrates a notable Windows bias, with Windows/Active Directory terminology, tools, and workflows consistently presented first or exclusively. Windows-centric tools (such as setspn, MMC, and PowerShell) are referenced for SPN management, with no equivalent Linux commands or workflows. While NFS Kerberos and Linux client scenarios are described, practical Linux administration examples (e.g., using kadmin, ktutil, or Linux LDAP tools) are missing. The documentation assumes Microsoft Active Directory as the only supported KDC, further reinforcing the Windows-centric approach.
Recommendations
  • Provide Linux command-line examples for key Kerberos and LDAP operations (e.g., using kadmin, ktutil, ldapsearch) alongside or in place of Windows tools.
  • Include Linux-focused workflows for SPN and keytab management, such as creating and managing keytabs with kadmin or ktutil.
  • Reference Linux configuration files (e.g., /etc/krb5.conf, /etc/hosts, /etc/ldap.conf) and their relevant settings in context.
  • Clarify any limitations or requirements for non-Windows KDCs and provide guidance for integrating with MIT or Heimdal Kerberos where possible.
  • Balance terminology and tool references by mentioning both Windows and Linux equivalents, especially in sections about troubleshooting, SPN management, and LDAP operations.
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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
2025-09-04 00:00 #101 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets