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 scripts for managing Azure API Management via Azure Automation. There are no examples or mentions of Linux-compatible tools (such as Azure CLI, Bash, or Python), nor is there guidance for non-Windows environments. The focus on PowerShell and Windows tooling creates a bias towards Windows users and may exclude or hinder Linux users.
Recommendations
  • Provide equivalent examples using Azure CLI, which is cross-platform and works natively on Linux.
  • Include Bash or Python script samples for managing Azure API Management via Azure Automation.
  • Mention and link to documentation for Linux/macOS users where appropriate.
  • Structure sections to present cross-platform solutions first or in parallel with Windows/PowerShell examples.
  • Clarify which tools and scripts are platform-agnostic and which are Windows-specific.
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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