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
⚠️ windows_tools
Summary:
The documentation demonstrates a Windows bias by exclusively using Windows Server images for virtual machines, referencing Remote Desktop (RDP) for connectivity, and providing only PowerShell-based test commands. There are no examples or instructions for deploying or testing with Linux VMs, nor are Linux command-line tools (such as SSH, curl, or dig) mentioned for connectivity or validation.
Recommendations:
  • Provide parallel examples for deploying Linux-based virtual machines (e.g., using Ubuntu images) alongside Windows VMs.
  • Include instructions for connecting to Linux VMs using SSH, and for Windows VMs using RDP, making both options explicit.
  • Offer test commands using common Linux tools (e.g., dig or nslookup for DNS, curl or wget for HTTP requests) in addition to PowerShell/Invoke-WebRequest.
  • Clarify that the firewall configuration applies to both Windows and Linux workloads, and that either can be used for testing.
  • Consider reordering or presenting both Windows and Linux options together, rather than defaulting to Windows-first throughout the article.
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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

1. Connect a remote desktop to **Srv-Jump** virtual machine, and sign in. From there, open a remote desktop connection to the **Srv-Work** private IP address and sign in. 3. On **SRV-Work**, open a PowerShell window and run the following commands: