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
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. Windows-specific tools (PowerShell) are mentioned before their Linux equivalents, and Windows connection methods (RDP) are described before Linux (SSH). PowerShell commands are listed before Azure CLI, and there is a lack of explicit Linux shell examples for common tasks. Some instructions and UI steps reference Windows patterns or terminology first, and Linux alternatives are sometimes only mentioned as an afterthought.
Recommendations:
  • When listing supported image references, present Azure CLI (cross-platform) examples before PowerShell, or provide both side-by-side.
  • Include explicit Linux shell (bash) command examples for tasks like connecting to VMs, mounting disks, or preparing images.
  • In UI instructions, mention Linux (SSH) and Windows (RDP) connection methods equally and in parallel, not with Windows first.
  • Where PowerShell commands are shown, always provide the equivalent Azure CLI or bash commands.
  • Add Linux-specific considerations (e.g., mounting disks, file permissions) where relevant, not just generic instructions.
  • Ensure that screenshots and UI walkthroughs do not assume a Windows environment or terminology.
  • Review for any terminology or steps that are Windows-centric and provide Linux alternatives or clarifications.
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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

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