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
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a subtle Windows bias by referencing Windows-specific tools and documentation before or instead of Linux equivalents. For example, the link to 'Availability set' points to a Windows VM tutorial, and the 'connect to VM' step links to Windows RDP instructions without mentioning or linking to Linux/SSH guidance. There are no explicit Linux command examples or references, and Linux-specific considerations are only mentioned in passing (e.g., longer failover times for Linux VMs) without actionable guidance.
Recommendations:
  • Provide parallel links and instructions for both Windows and Linux VMs, especially for connectivity (e.g., link to SSH connection documentation for Linux VMs).
  • When referencing features like 'Availability set', link to general or Linux-specific documentation as well, not just Windows VM tutorials.
  • Include explicit examples or notes for Linux VMs where relevant, such as SSH connectivity, Linux disk/driver considerations, or troubleshooting steps.
  • Ensure that any troubleshooting or validation steps cover both Windows (RDP) and Linux (SSH) scenarios equally.
  • Review all referenced documentation to ensure Linux parity and avoid defaulting to Windows-first patterns.
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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