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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation is heavily biased towards Windows environments. All examples, prerequisites, and instructions are specific to Windows Server (2012 R2/2016), PowerShell, and Windows-based tools. There is no mention of Linux support, Linux equivalents, or cross-platform usage. The deployment planner tool appears to require Windows, and all operational guidance assumes a Windows-only environment.
Recommendations
  • Explicitly state platform limitations at the beginning of the documentation, clarifying if Linux is unsupported.
  • If possible, provide Linux-compatible tooling or document alternative approaches for Linux environments.
  • Include examples and instructions for Linux-based management (e.g., using SSH, Bash, or cross-platform .NET tools) if the tool supports it.
  • Mention VMware scenarios with Linux hosts if relevant, and clarify any differences in usage or requirements.
  • If the tool is Windows-only, suggest workarounds for Linux users (such as running the tool in a Windows VM or container).
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Clean Clean
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
2025-08-17 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