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
Summary
The documentation page demonstrates a notable Windows bias by providing PowerShell examples and references exclusively, mentioning PowerShell runbooks and cmdlets first, and omitting equivalent Linux/macOS CLI (Azure CLI, Bash) instructions. No Linux-specific tools or examples are given for key actions such as rotating access keys or creating/managing the Automation account, which may create friction for users on non-Windows platforms.
Recommendations
  • Add Azure CLI and Bash examples for all tasks currently shown only with PowerShell (e.g., rotating access keys, creating Automation accounts).
  • Include Linux/macOS-specific guidance or notes where platform differences exist.
  • Present cross-platform instructions side-by-side or in tabs, ensuring parity and visibility for both Windows and Linux/macOS users.
  • Reference both PowerShell and Azure CLI documentation in 'Next steps' and throughout the article.
GitHub Create Pull Request

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