Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates several instances of Windows bias. Windows-specific examples, registry settings, and tools (such as LogMan, NotMyFault, and references to Windows failover clustering) are mentioned before or more prominently than their Linux equivalents. PowerShell is listed first among automation tools, and some configuration examples (e.g., registry keys for TCP keepalive) are only given for Windows, with Linux equivalents either missing or less detailed. Some monitoring and performance tools are Windows-centric, and certain recommendations (e.g., failover cluster tuning) are only described for Windows environments.
Recommendations
  • Provide Linux equivalents for all Windows-specific configuration examples, such as TCP keepalive settings and failover cluster parameters.
  • Ensure Linux tools (e.g., sysstat, sar, nmon) are mentioned alongside or before Windows tools in relevant sections.
  • Include Bash, CLI, and Ansible examples equally or before PowerShell when discussing automation approaches.
  • Add explicit instructions for Linux-based high availability and disaster recovery configurations, matching the detail given for Windows clusters.
  • Reference Linux monitoring and troubleshooting tools (e.g., journalctl, systemd, iptables) where appropriate.
  • Review all checklist items to ensure Linux parity and avoid Windows-first ordering.
  • Where a tool or method is Windows-only, clearly state the Linux alternative or note any gaps.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean