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 notable Windows bias by exclusively providing PowerShell-based examples and instructions for starting runbooks, with no mention of Linux/macOS alternatives such as Azure CLI, Bash, or cross-platform scripting. Windows tools and terminology (PowerShell cmdlets, hashtables, PSCredential) are used throughout, and Windows methods are presented before platform-neutral or API-based approaches. Linux/macOS users are left without direct guidance for their environments.
Recommendations
  • Add Azure CLI examples for starting runbooks, including parameter passing and job tracking.
  • Include Bash or shell script samples for interacting with the Azure Automation API.
  • Explicitly mention cross-platform options and clarify which methods work on Linux/macOS.
  • Reorder sections to present platform-neutral methods (API, portal, CLI) before Windows-specific tools.
  • Provide links to Linux/macOS-specific documentation or troubleshooting guides.
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets