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 strong Windows bias by exclusively providing PowerShell examples and referencing Windows PowerShell cmdlets as the primary command-line method for starting runbooks. There are no examples or mentions of Linux-native tools, Bash, Azure CLI, or cross-platform scripting approaches. The documentation assumes the use of PowerShell and Windows-centric workflows, omitting guidance for Linux users or those using non-PowerShell environments.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and commonly used on Linux and macOS.
  • Include Bash scripting samples for starting runbooks via the Azure Automation API.
  • Explicitly mention that PowerShell Core is available on Linux/macOS and clarify compatibility.
  • Provide guidance or links for Linux users on installing and using Azure Automation tools.
  • Reorder sections to present cross-platform or platform-neutral methods (such as Azure CLI or REST API) before Windows-specific tools.
  • Highlight platform differences and considerations for both Windows and Linux users.
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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