Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. Azure PowerShell is used exclusively for all Azure-side command examples, with no mention of Azure CLI or Bash alternatives. All command-line examples for Azure management and validation are PowerShell-based, and the instructions for viewing public IPs or tunnel status reference the Azure portal or PowerShell, omitting CLI or Bash. The only on-premises device configuration example is for Cisco CSR1000 running on Hyper-V (a Windows virtualization platform), with no Linux-based VPN device configuration shown. There are no Linux or macOS-specific instructions or examples for any step.
Recommendations
- Provide Azure CLI (az) command equivalents for all PowerShell examples, especially for validation and status checks.
- Include Linux-based VPN device configuration examples (e.g., StrongSwan, libreswan, or OpenVPN) alongside Cisco IOS-XE.
- Mention Linux/macOS compatibility for steps involving Azure portal and command-line tools.
- When referencing the Azure portal, clarify that it is cross-platform and provide CLI alternatives.
- Show Linux commands for verifying IPsec/BGP status on typical Linux VPN appliances.
- Avoid referencing Hyper-V as the only virtualization platform; mention alternatives like KVM or VMware.
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