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 provides a troubleshooting example specifically for Windows domain-joined VMs, detailing how to sign in using domain credentials. There is no equivalent guidance for Linux VMs, such as troubleshooting SSH authentication or domain integration issues. While the SSH key generation example uses a Linux shell, the domain-join troubleshooting is Windows-specific and lacks Linux parity.
Recommendations
  • Add troubleshooting guidance for Linux VMs, such as common SSH authentication issues, PAM/SSSD integration, or joining Linux VMs to Active Directory.
  • Include examples for both Windows and Linux scenarios when discussing VM connectivity and authentication.
  • Ensure that troubleshooting steps for domain-joined VMs cover both Windows and Linux environments, or clearly state platform limitations.
  • Provide parity in examples and recommendations for file transfer, including Linux-native tools and workflows.
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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