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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation is heavily biased towards Windows. All code examples are in PowerShell, using Windows-specific cmdlets and registry paths. The script relies on Windows services (SCVMMService, ClusSvc), Windows registry, and Windows clustering tools. There is no mention of Linux equivalents, nor are any Linux/bash examples provided. The instructions and tooling are exclusively for Windows environments.
Recommendations
  • Add a section clarifying platform support and limitations, explicitly stating if Linux is unsupported or providing Linux alternatives if possible.
  • If Linux support is feasible, provide equivalent bash scripts or instructions for Linux-based VMM management.
  • Reference cross-platform tools or APIs (e.g., REST, SDKs) where available, and show examples for both Windows and Linux.
  • Reorder documentation to mention platform requirements up front, and avoid assuming Windows as the default.
  • If the functionality is Windows-only, make this clear in the introduction and consider linking to Linux-based virtualization management documentation for parity.
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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 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 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
2025-08-19 00:01 #85 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