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
Summary
The documentation page shows moderate Windows bias. While it mentions that VPN troubleshoot can be called via Azure portal, PowerShell, CLI, or REST API, several sections and examples reference Windows-specific tools, error codes, and log formats. For example, troubleshooting logs include Windows error codes (e.g., ERROR_IPSEC_IKE_AUTH_FAIL), and log file paths use Windows-style notation. The guidance for downloading logs references Azure Storage Explorer (a cross-platform tool, but often associated with Windows) and does not mention Linux-native alternatives. The 'Considerations' section suggests using PowerShell or the portal as alternatives to CLI, which may imply a Windows-first approach. There are no explicit Linux/macOS command examples or troubleshooting patterns.
Recommendations
  • Include Linux/macOS-specific troubleshooting examples, such as using Azure CLI on Linux.
  • Reference Linux-native tools for downloading blobs (e.g., azcopy, curl, wget) alongside Storage Explorer.
  • Clarify that log files and error codes may reference Windows terminology, but provide mapping or explanation for Linux users.
  • Add explicit instructions or notes for Linux/macOS users where PowerShell is suggested.
  • Use platform-neutral file path notation in examples, or provide both Windows and Linux formats.
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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