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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively using PowerShell cmdlets for all configuration tasks, referencing Windows VM hardware requirements before Linux, and omitting any Linux-native command-line or tool examples. The workflow assumes use of the Azure portal and Windows-centric tools, with no mention of Linux shell equivalents or cross-platform automation options.
Recommendations
  • Provide equivalent Linux shell (bash/CLI) commands or scripts for each configuration task, where possible.
  • Mention and document cross-platform tools (such as VMware's govc CLI or REST APIs) that can be used from Linux environments.
  • When listing VM prerequisites, alternate or parallelize the order of Windows and Linux requirements to avoid always listing Windows first.
  • Clarify whether the cmdlets and portal workflows are accessible from Linux or require Windows, and provide alternatives if needed.
  • Include examples or links for automating these tasks from Linux-based CI/CD pipelines or management hosts.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-22 00:01 #88 completed Biased Biased
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased