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
missing_linux_example
windows_first
Summary
The documentation exclusively provides PowerShell examples and instructions for implementing scheduled autoscaling with Azure Automation, without mentioning or demonstrating Linux-friendly alternatives such as Azure CLI, Bash, or Python runbooks. The use of PowerShell and references to 'runbooks' implicitly favor Windows environments and tooling, potentially making it less accessible for Linux users or those preferring cross-platform solutions.
Recommendations
  • Add equivalent examples using Azure CLI and/or Bash scripts for runbooks to demonstrate Linux compatibility.
  • Explicitly mention that Azure Automation supports Python and Bash runbooks, and provide sample code for those.
  • Reorder or supplement instructions to present both Windows/PowerShell and Linux/Azure CLI approaches side by side.
  • Clarify that PowerShell is not required and that cross-platform alternatives are available for all steps.
  • Include troubleshooting and alerting links relevant to Linux-based runbooks, not just PowerShell.
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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