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
missing_linux_example
Summary
The documentation page provides a Windows-specific troubleshooting section (domain-joined VM sign-in) but does not offer equivalent guidance for Linux-based VMs (e.g., troubleshooting SSH sign-in issues, Linux domain integration, or Linux-specific connectivity problems). While an SSH key generation example is given (which is cross-platform), there is no troubleshooting content tailored to Linux VM scenarios, and Windows is mentioned explicitly before Linux in the context of domain-joined VMs.
Recommendations
  • Add troubleshooting guidance for Linux VMs, such as common SSH authentication issues, troubleshooting Linux domain-joined VMs (e.g., with LDAP or Kerberos), and Linux-specific connectivity problems.
  • Include examples and instructions for both Windows and Linux scenarios in sections that currently only mention Windows (e.g., sign-in issues).
  • Ensure parity in troubleshooting steps and terminology for both platforms, such as referencing Linux tools (e.g., journalctl, systemctl, sshd logs) alongside Windows tools.
  • Review and update the documentation to mention Linux scenarios wherever Windows is referenced, and avoid presenting Windows solutions first unless contextually justified.
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Scan History

Date Scan Status Result
2026-01-21 00:00 #278 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean

Flagged Code Snippets