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_tools
windows_first
Summary
The documentation page lists Azure built-in roles for Compute, including several roles and features that are explicitly Windows-centric (e.g., Windows Admin Center, Windows 365). Some roles and descriptions reference Windows tools or patterns, such as Windows Admin Center and Windows 365, without mentioning equivalent Linux tools or workflows. In a few cases, links and descriptions prioritize Windows scenarios (e.g., login as administrator links to Windows-specific documentation), and Linux parity is not always clear or present.
Recommendations
  • For roles and features that are Windows-specific (e.g., Windows Admin Center, Windows 365), explicitly state their platform limitations and, where possible, provide equivalent Linux workflows or tools (e.g., SSH, Linux VM management).
  • Where login or management actions are described, clarify Linux support and provide links to Linux-specific documentation (e.g., Azure AD login for Linux VMs, SSH troubleshooting).
  • Ensure that examples and documentation links are balanced between Windows and Linux scenarios, especially for cross-platform features like VM login, management, and monitoring.
  • For roles that mention Windows tools or patterns, add notes or sections describing how similar tasks are performed on Linux, or reference relevant Linux documentation.
  • Review role descriptions and permission tables for implicit Windows bias and update them to reflect Linux parity where supported.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-04 00:00 #101 completed 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

Flagged Code Snippets