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 focuses exclusively on Azure built-in roles for Hybrid + multicloud scenarios, with a heavy emphasis on Azure Stack HCI and System Center Virtual Machine Manager (ScVmm), both of which are Windows-centric technologies. There are no Linux-specific examples, roles, or tools mentioned, and all resource types and permissions are tailored to Windows-based infrastructure. The documentation does not mention Linux equivalents or provide guidance for Linux or macOS users, indicating a Windows-first and Windows-only bias.
Recommendations
  • Add documentation sections or links for Linux-based hybrid/multicloud scenarios, such as Azure Arc-enabled Linux servers or Kubernetes clusters running on Linux.
  • Include examples of role assignments and permissions relevant to Linux VMs and containers.
  • Clarify in the introduction that the listed roles are primarily for Windows environments, and provide references to Linux/multiplatform documentation where applicable.
  • Ensure parity by listing any built-in roles or permissions that apply to Linux resources in hybrid/multicloud setups.
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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 Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets