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
missing_linux_example
windows_tools
windows_first
Summary
The documentation exclusively provides PowerShell examples for implementing scheduled autoscaling with Azure Automation, without mentioning or demonstrating Bash, Azure CLI, or other Linux-friendly alternatives. The instructions and code samples are tailored to PowerShell, which is traditionally associated with Windows environments, and there is no guidance for users who may prefer or require Linux-native tools or scripting languages.
Recommendations
  • Add equivalent Azure CLI and Bash script examples for all automation steps, including runbook creation and autoscale configuration.
  • Explicitly mention that Azure Automation supports both PowerShell and Python runbooks, and provide links or samples for non-PowerShell options.
  • Reorder sections or add notes to clarify that both Windows and Linux users can implement scheduled autoscaling, and provide parity in tooling recommendations.
  • Reference cross-platform documentation and best practices for Azure Automation, ensuring Linux users are equally supported.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased