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 troubleshooting guidance for Azure Bastion but demonstrates Windows bias by including a dedicated section for Windows domain-joined VM sign-in issues without a corresponding section for Linux VM authentication problems. Additionally, while SSH key generation is shown using a Linux-style command, there are no examples or guidance for Windows users (e.g., using PuTTYgen or Windows OpenSSH). The documentation also references file transfer limitations with PowerShell and the Azure portal but does not mention equivalent Linux tools or workflows.
Recommendations
  • Add a troubleshooting section for Linux VM authentication issues, such as common SSH login problems, username formats, and permission errors.
  • Provide Windows-specific SSH key generation instructions (e.g., using PuTTYgen or Windows OpenSSH), and clarify cross-platform differences.
  • Include Linux equivalents or alternatives when discussing file transfer limitations (e.g., mention scp, sftp, or other native Linux tools).
  • Ensure that troubleshooting steps and examples are presented for both Windows and Linux environments, or explicitly state platform applicability.
  • Review the order of examples and sections to avoid prioritizing Windows scenarios unless justified by usage statistics.
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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

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