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 is heavily biased toward Windows environments. All examples, instructions, and tooling references are specific to Windows (Hyper-V, PowerShell, Windows Firewall, SysPrep, etc.), with no mention of Linux-based workflows or alternatives. The process assumes the source image is Windows and the tooling is Windows-centric, with no guidance for users working from Linux environments or with Linux images.
Recommendations:
  • Include parallel instructions for importing Linux images, including preparation steps (e.g., using qemu-img for disk conversion, cloud-init for initialization, and Linux-specific configuration).
  • Provide examples using Linux-native tools (e.g., KVM/virt-manager for VM creation, shell commands for disk management, and Azure CLI for uploads).
  • Mention and link to documentation for preparing and uploading Linux VMs to Azure, ensuring users know both Windows and Linux are supported.
  • Avoid assuming the reader is using Windows by default; structure the documentation to present both Windows and Linux paths where applicable.
  • If the service only supports Windows images, state this explicitly at the beginning to avoid confusion.
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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
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased