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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias through frequent use of PowerShell commands and Windows-specific troubleshooting steps, such as referencing certlm.msc, netstat via Windows command prompt, and Test-NetConnection. Windows tools and patterns are often mentioned before or instead of Linux equivalents, and Linux-specific examples are sparse or missing in many sections. While some Linux commands (like OpenSSL) are mentioned, they are less detailed and less frequent than their Windows counterparts.
Recommendations
  • Provide equivalent Linux CLI commands (e.g., curl, netcat, ss, openssl) alongside PowerShell examples for network and certificate troubleshooting.
  • Include Linux-specific instructions for viewing and exporting certificates (e.g., using openssl, certtool, or GUI tools like GNOME Certificates).
  • Balance examples by alternating or combining Windows and Linux approaches, especially in sections where only Windows tools are referenced.
  • Add troubleshooting steps using Bash and Linux utilities for checking backend server status, network connectivity, and firewall rules.
  • Explicitly mention that all steps can be performed on both Windows and Linux, and provide parity in detail and guidance 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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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