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 for managing runbooks in Azure Automation exhibits a strong Windows bias. All code examples use PowerShell, with cmdlets and patterns specific to Windows environments. File paths are given in Windows format (e.g., C:\Runbooks\...), and there is no mention of Bash, shell scripting, or Linux-native tools. The documentation assumes the use of Windows-centric tools and workflows, and does not provide equivalent guidance or examples for Linux users or those preferring Bash/Python automation. Linux alternatives are not discussed, and PowerShell is presented as the default or only option for scripting and automation.
Recommendations
  • Add equivalent examples using Bash and Azure CLI for all major operations (create, import, publish, schedule, restore runbooks).
  • Include Linux file path examples and clarify cross-platform compatibility for script imports.
  • Explicitly mention and link to documentation for using Python runbooks, including how to author, test, and publish them from Linux environments.
  • Provide guidance on using Azure CLI and REST API for runbook management, with sample commands.
  • Clarify which features and cmdlets are available and supported on Linux, macOS, and Windows.
  • Add a section addressing cross-platform considerations, including differences in authentication, file handling, and environment setup.
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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