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
missing_linux_example
windows_first
Summary
The documentation exclusively provides instructions and examples using Windows-centric tools (PowerShell, AzFilesHybrid, Active Directory PowerShell), with no mention of Linux or cross-platform alternatives. All code samples are PowerShell, and the prerequisites and environment requirements assume a Windows domain-joined client. There is no guidance for administrators using Linux or non-Windows platforms.
Recommendations
  • Provide equivalent instructions for Linux environments, if possible, such as using cross-platform tools (e.g., Azure CLI, LDAP utilities, or Samba tools) to interact with AD DS.
  • Explicitly state platform requirements and clarify if the operation is only supported on Windows, or provide workarounds for Linux users.
  • Include Linux shell (bash) examples or note if there are no supported Linux alternatives.
  • Mention any cross-platform modules or APIs that could be used from non-Windows systems, or provide references to relevant documentation.
  • If the operation is fundamentally Windows-only due to AD DS or Kerberos integration, clearly state this limitation at the beginning of the document.
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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