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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates several forms of Windows bias. PowerShell is mentioned as a primary method for invoking VPN troubleshoot, and in the 'Considerations' section, PowerShell is recommended for scenarios where Azure CLI is insufficient. Log file examples and error messages reference Windows-specific error codes and terminology (e.g., 'Windows error 13801'), and log paths use Windows-style notation (e.g., 'C:\Resources\...'). There are no Linux-specific troubleshooting examples, log formats, or references to Linux tools or error codes. The documentation does not provide parity for Linux administrators or environments.
Recommendations
  • Include Linux-specific troubleshooting examples, such as using Azure CLI from Linux shells and handling log files on Linux systems.
  • Reference Linux error codes and terminology where applicable, or provide mappings between Windows and Linux errors.
  • Show log file paths and handling in Linux format (e.g., '/home/user/...') alongside Windows examples.
  • Mention Linux tools (such as azcopy, curl, or native blob download methods) for downloading logs from Azure Storage.
  • Clarify whether the troubleshooting logs and formats are compatible with Linux-based VPN devices and how Linux admins should interpret them.
  • Ensure that PowerShell and Windows recommendations are balanced with equivalent Linux guidance, and avoid suggesting Windows tools as the only or preferred solution.
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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 Biased Biased
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 Biased Biased

Flagged Code Snippets