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_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits 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 any CLI or Linux-native commands. All verification and management examples for Azure resources use PowerShell, with no Bash, Azure CLI, or Linux shell alternatives. The only on-premises device example is for Cisco CSR1000 running on Hyper-V (a Windows virtualization platform), with no mention of Linux-based VPN appliances or configuration examples for Linux-native tools. This prioritizes Windows tools and patterns, making it harder for Linux users to follow or replicate the steps.
Recommendations
  • Add Azure CLI (az) command examples alongside PowerShell for all Azure-side operations, including resource creation, status verification, and BGP route inspection.
  • Include Linux-based VPN device configuration examples (e.g., strongSwan, libreswan, or OpenVPN) for on-premises tunnel setup and BGP configuration.
  • Reference Linux-compatible virtualization platforms (e.g., KVM, VMware) when discussing on-premises device deployment, not just Hyper-V.
  • Explicitly mention that all steps can be performed from Linux or macOS environments using Azure CLI and REST APIs, not just PowerShell or the Azure portal.
  • Provide troubleshooting and validation commands for Linux-based VPN appliances, such as ipsec status, swanctl, or systemctl commands.
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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