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_first
missing_linux_example
Summary
The documentation page exclusively references Azure PowerShell cmdlets and workflow scripts for managing Azure API Management via Azure Automation. All examples and tutorials are PowerShell-based, with no mention of Bash, Azure CLI, or Linux-native automation approaches. This creates a Windows-centric bias and may exclude or discourage Linux users.
Recommendations
  • Add examples using Azure CLI for API Management tasks within Azure Automation.
  • Include Bash script samples and guidance for Linux-based automation scenarios.
  • Mention cross-platform compatibility of Azure Automation and clarify that runbooks can be authored in Python or Bash, not just PowerShell.
  • Provide links to Linux-focused tutorials or documentation for Azure Automation.
  • Ensure that references to PowerShell are balanced with equivalent Linux tooling and scripting options.
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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