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 providing equivalent Bash, Azure CLI, or Python runbook examples. PowerShell is primarily associated with Windows environments, and its exclusive use suggests a bias toward Windows users. There is no discussion of how to perform these tasks using Linux-native tools or scripting languages, nor any guidance for users who may prefer or require non-Windows automation approaches.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for runbooks, which are commonly used in Linux environments.
  • Include Python runbook examples, as Python is supported in Azure Automation and widely used across platforms.
  • Explicitly mention that Azure Automation supports multiple runbook types (PowerShell, Python, Graphical, etc.) and provide links or references to documentation for each.
  • Present examples for both Windows and Linux users side-by-side, or clarify cross-platform compatibility in the overview.
  • Avoid assuming PowerShell as the default or only automation language; introduce alternatives early in the documentation.
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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