Bias Analysis
Detected Bias Types
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific tools, registry settings, and references (e.g., LogMan, NotMyFault, Windows failover cluster tuning, registry tweaks) are mentioned before or in more detail than their Linux equivalents. Some examples and recommendations are Windows-centric or lack Linux parity (e.g., registry settings for timeouts, Windows LogMan for performance data, NotMyFault for failover simulation). While Linux is referenced (e.g., LVM, sysstat, nmon), Windows approaches are often presented first or exclusively, and some Linux alternatives are only briefly mentioned or omitted.
Recommendations
- Ensure every Windows-specific example or tool (e.g., LogMan, NotMyFault, registry settings) is paired with a Linux equivalent (e.g., sysstat, stress-ng, /etc/sysctl.conf or sysctl for TCP keepalive).
- Present Linux and Windows approaches side-by-side, or alternate which platform is presented first in examples and recommendations.
- Expand Linux-specific instructions for failover simulation, performance monitoring, and timeout/network tuning to match the detail given for Windows.
- Where PowerShell or Windows registry is referenced, provide Bash/CLI or Linux configuration file examples.
- Review all checklist items and ensure Linux-specific validation steps are as detailed as Windows ones (e.g., disk striping, failover cluster settings, performance data collection).
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