Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page primarily describes VM creation via the Azure portal, with administrator account setup focused on username/password authentication (typical for Windows). Linux-specific options, such as SSH key authentication, are mentioned only as an alternative and not illustrated with examples or screenshots. There are no Linux-specific configuration steps, patterns, or troubleshooting tips, and Windows-centric patterns (username/password) are presented first and in more detail.
Recommendations
  • Provide explicit Linux VM creation examples, including screenshots illustrating SSH key authentication setup.
  • Include guidance on Linux-specific configuration options (e.g., cloud-init, OS customization, package installation).
  • Mention Linux guest customization and management patterns (e.g., using Azure Arc agent on Linux, troubleshooting Linux connectivity).
  • Ensure parity in documentation structure, presenting Linux and Windows options side-by-side where relevant.
  • Add references to Linux CLI tools and automation patterns (e.g., Bash scripts, Linux-based Infrastructure-as-Code).
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased