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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for Azure-side operations, referencing the Azure portal (which is most commonly used on Windows), and omitting equivalent Azure CLI (cross-platform) commands. There are no Linux-specific instructions or examples for validating or configuring the Azure VPN gateway, nor are there examples for Linux-based on-premises VPN devices (such as strongSwan or libreswan). All on-premises device examples are for Cisco CSR1000, which is often run on Hyper-V (a Windows hypervisor), and no Linux-native device configuration is shown.
Recommendations
  • Add Azure CLI examples alongside or before PowerShell examples for all Azure-side operations, including BGP route verification, tunnel status checks, and VPN gateway configuration.
  • Include configuration and validation examples for popular Linux-based VPN devices (e.g., strongSwan, libreswan), showing how to set up IPsec/IKE and BGP on those platforms.
  • Reference Linux tools and commands (such as ipsec status, swanctl, or vtysh for FRRouting) for tunnel and BGP verification.
  • Explicitly mention that the Azure portal and PowerShell are available on non-Windows platforms, or provide links to cross-platform usage guides.
  • Ensure that instructions for finding public IP addresses, configuring firewalls, and other operational steps include Linux-native approaches (e.g., using nmcli, iptables, etc.).
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets