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
Summary
The documentation presents Windows Server configuration instructions before Ubuntu/Linux instructions, and uses Windows-specific tools (netsh, PowerShell, Windows firewall) as primary examples. The only advanced scenario linked is for Windows (Always On availability group listener with PowerShell), with no Linux equivalent mentioned. Linux instructions are present but less detailed and appear after Windows examples.
Recommendations
  • Present Linux and Windows configuration instructions in parallel or alternate order to avoid Windows-first bias.
  • Include links to advanced Linux scenarios (e.g., configuring floating IP for Linux-based clustering or HA setups) similar to the Windows Always On listener example.
  • Expand Linux configuration examples to include other distributions (e.g., CentOS, Red Hat) and alternative firewall tools (e.g., firewalld, iptables).
  • Reference Linux-specific documentation and best practices alongside Windows examples.
  • Clarify that both platforms are equally supported and provide troubleshooting tips for common Linux issues.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets