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
⚠️ powershell_heavy
Summary:
The documentation demonstrates a clear Windows bias: it only deploys Windows Server VMs for testing, instructs users to use Remote Desktop and Internet Explorer, and provides only PowerShell (Windows-centric) commands for resource cleanup. There are no Linux VM deployment or validation instructions, nor are Linux tools or command-line examples mentioned.
Recommendations:
  • Include Linux VM deployment in the ARM template or as an alternative option, and provide instructions for connecting to Linux VMs (e.g., using SSH).
  • Add validation steps for Linux, such as using curl or a browser on a Linux VM to test firewall rules.
  • Provide Azure CLI or Bash commands for resource cleanup, not just PowerShell.
  • Mention cross-platform tools and browsers (e.g., Edge, Chrome, Firefox) instead of only Internet Explorer.
  • Present both Windows and Linux examples side-by-side where relevant, or clarify that the steps are specific to Windows and link to Linux equivalents.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased