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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ powershell_heavy
Summary:
The documentation page demonstrates a Windows-first bias by prioritizing RDP (a Windows protocol) in both the portal and native client connection examples, listing it before SSH. There are no explicit Linux/Unix-specific examples or screenshots, and the instructions do not mention Linux desktop environments or SSH key management on Linux. The use of Azure CLI is cross-platform, but the lack of Linux-focused context or examples (such as connecting from a Linux terminal or using Linux-native tools) results in missing Linux parity.
Recommendations:
  • Include explicit Linux/Unix examples, such as connecting from a Linux terminal using SSH and managing SSH keys.
  • Provide screenshots or instructions that reference Linux desktop environments or SSH clients (e.g., GNOME Terminal, Konsole, or OpenSSH).
  • Balance the order of examples: present SSH (Linux/Unix) before or alongside RDP (Windows) to avoid Windows-first bias.
  • Mention Linux-specific considerations, such as file paths for SSH keys, and clarify that the Azure CLI commands work on both Windows and Linux.
  • If possible, add troubleshooting tips or notes relevant to common Linux SSH/RDP client issues.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

az network bastion rdp --name "<BastionName>" --resource-group "<ResourceGroupName>" --target-ip-address "<VMIPAddress>
az network bastion ssh --name "<BastionName>" --resource-group "<ResourceGroupName>" --target-ip-address "<VMIPAddress>" --auth-type "ssh-key" --username "<Username>" --ssh-key "<Filepath>"