Bias Analysis
Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific tools and terminology (e.g., Active Directory, Microsoft Entra ID, Windows workstation/server enrichment scripts) are mentioned, sometimes without Linux equivalents or with Windows examples given first. There are features and instructions that reference Windows environments and tools, but Linux environments are less emphasized, and Linux-specific examples are often missing or less detailed. While there is some mention of Linux (e.g., Debian-based sensors), parity in examples and instructions is lacking.
Recommendations
- Provide Linux-specific examples and instructions alongside Windows ones, especially for features like enrichment scripts, SSO, and integration.
- When referencing tools (e.g., Active Directory), mention Linux alternatives (e.g., LDAP) and provide guidance for Linux environments.
- Ensure that protocol and troubleshooting instructions include Linux CLI and configuration examples, not just Windows-centric workflows.
- Balance the order of presentation so that Linux and Windows are treated equally (not Windows first).
- Add explicit sections or callouts for Linux deployment, management, and troubleshooting where relevant.
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