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 providing PowerShell deployment examples, referencing Windows VM templates, and omitting equivalent Linux-focused instructions or examples. The use of Windows-centric tools and terminology is prevalent, while Linux alternatives (such as Bash/CLI examples or Linux VM templates) are not presented or are mentioned only as secondary options.
Recommendations
  • Add Azure CLI (Bash) deployment examples alongside PowerShell, with copy-paste-ready code blocks.
  • Include instructions and template parameters for deploying a Linux VM, or clarify how to modify the template for Linux.
  • Present CLI and PowerShell options in parallel, or alternate their order to avoid Windows-first bias.
  • Reference Linux-specific documentation and workflows, such as monitoring and cleanup commands using Bash/CLI.
  • Ensure that links to further reading include both Windows and Linux scenarios.
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 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

Flagged Code Snippets