Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell as the primary CLI example for Azure role assignment, mentioning Active Directory and Microsoft Entra ID (Windows-centric identity solutions) exclusively, and omitting Linux-native tools or examples for user management. There are no Linux command-line or open-source LDAP integration examples, and Windows/AD patterns are presented as the default or only option.
Recommendations
- Include equivalent Linux CLI examples (e.g., Azure CLI, Bash scripts) for user and role management tasks.
- Mention and provide guidance for integrating with open-source LDAP servers (such as OpenLDAP) alongside Active Directory.
- Add examples for managing users and roles on OT sensors using Linux commands or configuration files, if supported.
- Clarify whether non-Windows identity providers or SSO solutions are supported and provide setup instructions.
- Balance references to PowerShell with Azure CLI or REST API examples, especially for cross-platform audiences.
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