Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several areas: Windows terminology and examples are often listed before Linux equivalents (e.g., 'Windows registry', 'Windows services' precede 'Linux daemons'), PowerShell is the default syntax for command examples (even for Linux scenarios), and Windows-specific tools and paths are referenced more frequently and in greater detail. Some query and alerting examples are exclusively Windows-centric, such as registry and file path queries, with fewer Linux-specific examples. Configuration options (like collection frequency) are described in detail for Windows but not for Linux. Visuals (e.g., frequency slider) are Windows-focused.
Recommendations
- Provide Linux-first or parallel examples for all features, including queries and configuration options.
- Use Bash or shell syntax for Linux command examples instead of PowerShell, especially in Linux sections.
- Include Linux-specific alerting and query scenarios (e.g., tracking changes to /etc/hosts, systemd unit files, or package installations).
- Clarify configuration options and limitations for Linux with the same level of detail as Windows (e.g., frequency sliders, supported features).
- Balance the order of presentation so that Linux and Windows are treated equally in tables, lists, and explanations.
- Add visuals/screenshots for Linux configuration interfaces where applicable.
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