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_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias by focusing exclusively on Windows PowerShell for command-line examples and automation, with no mention of cross-platform alternatives such as Azure CLI, Bash, or PowerShell Core. All code samples use Windows PowerShell syntax, and references to command-line automation are tied to Windows tools. Linux/macOS users are not provided with equivalent examples or guidance, which may hinder their ability to follow the documentation effectively.
Recommendations
  • Add Azure CLI examples for starting and managing runbooks, as Azure CLI is cross-platform.
  • Include PowerShell Core examples and clarify compatibility with Linux/macOS environments.
  • Explicitly mention how Linux/macOS users can perform equivalent tasks, including any required setup or authentication differences.
  • Reorder or balance examples so that Windows and Linux/macOS methods are presented with equal prominence.
  • Reference Bash scripting or REST API usage from Linux/macOS environments, with sample code.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets