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 is heavily focused on Windows PowerShell for variable management in Azure Automation. All CLI examples use PowerShell cmdlets, and references to 'Windows PowerShell' and 'Windows Hybrid Runbook Worker' are frequent. There are no Bash, Linux shell, or cross-platform CLI examples, nor is there mention of Linux-specific tooling or patterns. The Python examples are platform-neutral, but all scripting outside Python is Windows-centric.
Recommendations
  • Add equivalent examples using Azure CLI (az) commands for variable management, which are cross-platform.
  • Clarify which features and cmdlets are available or not available on Linux/macOS Hybrid Runbook Workers.
  • Include Bash or shell script examples for common tasks, or explicitly state if only PowerShell is supported.
  • Reorder sections so platform-neutral or cross-platform approaches (e.g., portal, Python) are presented before Windows-specific tools.
  • Explicitly mention Linux/macOS support and limitations in relevant sections.
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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

Flagged Code Snippets