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) in detail. The only scenario link provided is for Windows (Always On availability group listener with PowerShell), with no equivalent Linux scenario or parity in linked examples. Linux instructions are present but less detailed and lack cross-distro guidance.
Recommendations
  • Alternate the order of Windows and Linux instructions, or present them side-by-side to avoid implicit prioritization.
  • Provide equivalent scenario links and examples for Linux (e.g., configuring Always On availability group listeners on Linux VMs).
  • Expand Linux instructions to cover other distributions (e.g., CentOS, Red Hat) and common firewall tools (e.g., firewalld, iptables) in addition to UFW.
  • Reference Linux-specific documentation and tools where appropriate, not just Windows-centric ones.
  • Explicitly state parity and differences between Windows and Linux approaches in the introduction and throughout the document.
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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