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 references Windows PowerShell cmdlets and provides only PowerShell-based examples for managing Azure API Management via Azure Automation. There is no mention of Linux-compatible tools (such as Azure CLI, Bash scripts, or Python), nor are any cross-platform or Linux-specific examples provided. The focus on PowerShell and Windows tools creates a Windows-centric bias.
Recommendations
  • Include equivalent examples using Azure CLI, which is cross-platform and widely used on Linux.
  • Provide Bash or Python script samples for managing Azure API Management in Azure Automation.
  • Explicitly mention that Azure Automation supports multiple runbook types (PowerShell, Python, Graphical, etc.) and provide links or examples for each.
  • Reorder content or add parallel sections so that Linux-compatible tools and workflows are presented alongside Windows/PowerShell options.
  • Clarify in the introduction that the guide currently focuses on PowerShell, and point to resources for other platforms.
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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 Biased Biased
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased