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_error_codes
windows_first
Summary
The documentation page exhibits Windows bias through several patterns: PowerShell is mentioned as a primary method for invoking VPN troubleshoot, and in some cases is required for specific resource group configurations. Log file examples and error messages reference Windows-specific error codes and terminology (e.g., 'Windows error 13801', 'ERROR_IPSEC_IKE_AUTH_FAIL'). Diagnostic logs (e.g., WFP, IKE) and troubleshooting steps use Windows-centric formats and language. There are no explicit Linux command examples or references to Linux-native troubleshooting tools or error codes.
Recommendations
  • Include Linux-specific examples for running VPN troubleshoot, such as using Azure CLI on Linux and Bash scripting.
  • Reference Linux-native error codes and troubleshooting patterns in log file examples, or clarify cross-platform applicability.
  • Add documentation or links for troubleshooting VPN connections from Linux-based on-premises devices, including common issues and log formats.
  • Ensure parity in tool recommendations (e.g., mention azcopy or Linux-compatible blob download methods alongside Storage Explorer).
  • Clarify whether diagnostic logs and error codes are relevant for Linux-based VPN gateways and provide translation or mapping where possible.
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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