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 strong Windows bias by exclusively deploying Windows Server virtual machines, instructing users to use Remote Desktop and Internet Explorer, and providing only PowerShell (Windows-centric) cleanup commands. There are no Linux VM deployment options, no SSH or Linux client instructions, and no Bash/Azure CLI examples.
Recommendations:
  • Include Linux virtual machine deployment options in the ARM template and documentation steps.
  • Provide parallel instructions for connecting to Linux VMs (e.g., using SSH) and testing connectivity with Linux tools such as curl or wget.
  • Add Azure CLI or Bash commands for resource cleanup alongside PowerShell examples.
  • Mention both Windows and Linux clients in validation steps, and avoid assuming the use of Internet Explorer or Remote Desktop exclusively.
  • Where possible, use cross-platform tools or note platform-specific differences.
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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