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 is heavily biased towards Windows environments. All examples and instructions use Windows PowerShell (specifically PowerShell 5.1), Windows-specific modules (Active Directory PowerShell, AzFilesHybrid), and Windows command-line tools (Setspn). There are no Linux or cross-platform alternatives provided, and the documentation assumes the administrator is working in a Windows domain-joined environment. Linux tools, Samba integration, or Kerberos configuration from non-Windows systems are not mentioned or supported in the examples.
Recommendations
  • Provide equivalent instructions and examples for Linux environments, such as using Samba, Kerberos, and LDAP tools to join and manage AD DS identities.
  • Include cross-platform PowerShell (PowerShell Core/7+) compatibility notes and alternatives, or clarify limitations.
  • Document how to perform AD DS integration steps from Linux-based systems, including creating computer/service accounts and setting SPNs using Linux tools (e.g., samba-tool, kinit, ldapmodify).
  • Add troubleshooting and verification steps for Linux clients accessing Azure Files with AD DS authentication.
  • Explicitly state OS requirements and limitations at the beginning, and link to Linux-specific guides if available.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets