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 guidance for Linux users, such as using Azure CLI, Bash, or cross-platform scripting tools. Windows tools and terminology are used throughout, and Linux alternatives are not mentioned or linked, resulting in a lack of parity for non-Windows environments.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and commonly used on Linux and macOS.
  • Include Bash script samples for starting runbooks via the Azure Automation API.
  • Explicitly mention that PowerShell Core is available on Linux/macOS and provide examples using pwsh where appropriate.
  • Reorder sections or provide parallel examples so that Windows and Linux methods are presented with equal prominence.
  • Reference Linux-specific documentation or tooling where relevant, such as curl for API calls.
  • Clarify that the Azure portal and API methods are platform-agnostic, and provide guidance for Linux users on authentication and scripting.
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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

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