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 instructions before Ubuntu/Linux, and the only detailed scenario link provided is for Windows (Always On availability group listener with PowerShell). Windows-specific tools (netsh, advfirewall) are described in detail, while Linux instructions are less extensive and only cover Ubuntu with UFW. There is no mention of other Linux distributions or firewalls, and the advanced scenario documentation is Windows-only.
Recommendations
  • Alternate the order of Windows and Linux instructions, or present them side-by-side to avoid Windows-first bias.
  • Provide equivalent advanced scenario documentation 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 firewalls (e.g., firewalld, iptables).
  • Include links to Linux-specific documentation and tools where appropriate.
  • Clarify that the steps apply to both platforms and highlight any platform-specific differences.
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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