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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by predominantly featuring PowerShell examples and references, mentioning PowerShell runbooks and cmdlets before alternatives, and omitting Linux-specific guidance or CLI examples. Windows-centric tools and patterns (PowerShell, Az.Automation) are highlighted, while Linux equivalents (Azure CLI, Bash scripting) are not presented or referenced.
Recommendations
  • Add Azure CLI examples alongside PowerShell for key operations (e.g., account creation, key rotation).
  • Include Bash or shell script samples for common automation tasks.
  • Present Linux-compatible instructions and tools (such as az CLI) before or alongside Windows/PowerShell options.
  • Reference documentation for Linux users, including how to use Azure Automation with Python or Bash runbooks.
  • Balance the 'Next steps' section to equally feature Linux-friendly tutorials and resources.
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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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets