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 consistently providing Azure PowerShell examples for Azure-side configuration and validation, with no equivalent Azure CLI (cross-platform) or Linux-native commands. All Azure-side operational examples (viewing prefixes, checking tunnel status, verifying BGP, etc.) use PowerShell syntax, and instructions for finding public IPs mention PowerShell and the portal, but not Azure CLI. There are no Linux VPN device configuration examples; only Cisco IOS-XE is shown for on-premises, and the only VM reference is to Hyper-V (a Windows virtualization platform).
Recommendations
  • Add Azure CLI equivalents for all Azure PowerShell commands (e.g., Get-AzBgpServiceCommunity, Get-AzVirtualNetworkGatewayConnection, etc.), and present them alongside or before PowerShell examples.
  • Explicitly mention Linux support and provide examples for configuring common Linux-based VPN devices (e.g., strongSwan, libreswan) for IPsec/IKE and BGP.
  • Include instructions for finding public IP addresses and other resources using Azure CLI and Bash, not just PowerShell and the portal.
  • Reference Linux virtualization platforms (e.g., KVM, VMware) in addition to Hyper-V when discussing on-premises VPN device deployment.
  • Ensure that cross-platform tools and patterns are presented with parity and not subordinate to Windows/PowerShell approaches.
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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