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 for managing runbooks in Azure Automation exhibits a strong Windows bias. All code examples use PowerShell, with no Bash, CLI, or Linux-native scripting shown. File paths and script references (e.g., C:\Runbooks\Sample_TestRunbook.ps1) are Windows-centric. The use of PowerShell cmdlets is pervasive, and there is no mention of Azure CLI, Bash, or Linux shell alternatives for any operation. Windows/PowerShell patterns and tools are presented exclusively and before any mention of Python (which is only referenced for package management, not for runbook management or automation tasks). There are no Linux-specific instructions, examples, or troubleshooting notes.
Recommendations
  • Add equivalent Azure CLI and Bash examples for all major operations (create, import, publish, schedule, retrieve job status, restore deleted runbook, etc.).
  • Show file path examples using Linux conventions (e.g., /home/user/runbooks/Sample_TestRunbook.py) alongside Windows paths.
  • Include instructions for managing Python runbooks beyond package management, such as creating, importing, and publishing Python runbooks using CLI or REST API.
  • Explicitly mention cross-platform compatibility and note any differences or limitations for Linux users.
  • Provide troubleshooting guidance for Linux environments, including common issues with Hybrid Runbook Worker on Linux.
  • Reference Linux tools and patterns (e.g., cron for scheduling, shell scripting for automation) where appropriate.
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