Bias Analysis
Detected Bias Types
windows_first
windows_tools
Summary
The documentation page demonstrates a mild Windows bias, primarily through the prioritization of Windows-related tools and terminology. Windows concepts (such as Active Directory, Microsoft Entra ID, and Windows workstation/server enrichment) are mentioned before or more prominently than Linux equivalents. There is a lack of Linux-specific examples, and Windows-centric tools are referenced without always providing parity for Linux environments. However, the documentation does acknowledge Linux (Debian) as the sensor OS and provides some Linux-related installation details, but Windows tools and patterns are generally introduced first or exclusively.
Recommendations
- Provide Linux-specific examples and instructions alongside Windows ones, especially for features like enrichment scripts and SSO setup.
- When referencing tools (e.g., Active Directory, Entra ID), mention Linux-compatible alternatives or clarify cross-platform support.
- Ensure that protocol and troubleshooting guidance includes both Windows and Linux scenarios, with equal detail.
- Add CLI and automation examples for Linux environments where Windows scripts/utilities are mentioned.
- Review documentation for any Windows-centric terminology and balance with Linux equivalents.
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