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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