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 is heavily focused on Azure Stack HCI and System Center Virtual Machine Manager (ScVmm), which are Windows-centric technologies. All role definitions and permissions are centered around Windows-based infrastructure and management tools, with no mention of Linux-specific roles, tools, or examples. The documentation assumes a Windows environment and does not provide parity for Linux-based hybrid or multicloud scenarios.
Recommendations
  • Add equivalent role definitions and permissions for Linux-based hybrid/multicloud scenarios, such as those involving Azure Arc-enabled Linux servers or Kubernetes clusters.
  • Include examples and documentation for managing Linux resources, such as onboarding, patching, and monitoring Linux VMs via Azure Arc.
  • Reference Linux-native tools and workflows (e.g., SSH, Linux package managers, shell scripts) alongside or before Windows/PowerShell-centric tools.
  • Provide links to documentation for Linux hybrid/multicloud management, ensuring users can find guidance regardless of their platform.
  • Explicitly state platform requirements and limitations for each role, clarifying which roles are Windows-only and which are cross-platform.
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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