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. Windows-specific tools and terminology (netsh, 'weak host' model) are described in detail, while Linux instructions are more concise and generic. The example for advanced configuration patterns links only to a Windows-specific scenario (Always On availability group listener with PowerShell), with no Linux equivalent referenced.
Recommendations
  • Alternate the order of OS examples, or present Linux and Windows instructions side-by-side.
  • Provide links to Linux-specific advanced configuration scenarios, such as configuring Always On availability group listeners on Linux VMs.
  • Expand Linux instructions to match the detail level of Windows instructions, including troubleshooting tips and alternative firewall tools (e.g., firewalld, iptables).
  • Clarify any OS-specific caveats, such as differences in the 'weak host' model and how to verify or configure it on Linux.
  • Ensure parity in example complexity and completeness for both platforms.
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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