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 is generally neutral in its description of Azure DevTest Labs features, and it explicitly mentions Linux VM support as a differentiator. However, the transition steps and FAQs lack concrete Linux-specific examples or guidance, and most instructions (such as VM creation, image management, and access) are presented generically or with an implicit Windows-first approach. The only Linux-specific mention is a single note about SSH access, which is relegated to an 'Important' callout at the end of the transition steps, rather than integrated into the main workflow or examples.
Recommendations
  • Provide explicit step-by-step examples for both Windows and Linux VM creation, configuration, and access, including screenshots or command-line instructions where appropriate.
  • Include Linux-specific tooling and access patterns (e.g., SSH, cloud-init, Linux Marketplace images) alongside Windows equivalents in all relevant sections.
  • Mention Linux VM management tasks (such as package installation, remote desktop alternatives, and troubleshooting) in the transition steps and FAQs.
  • Ensure that Linux access instructions (such as SSH setup, firewall rules, and key management) are integrated into the main workflow, not just as a side note.
  • Highlight any differences or considerations for Linux users (e.g., image compatibility, automation, cost tracking) in the FAQ and scenario guidance sections.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean