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
windows_tools
Summary
The documentation demonstrates a Windows bias by referencing PowerShell and the Azure portal as primary management tools, with no mention of Linux-native alternatives (such as Bash, CLI, or automation via shell scripts). Windows-centric tools and patterns are mentioned first and exclusively, and there are no examples or guidance for Linux users or cross-platform automation. The documentation assumes familiarity with Windows environments and does not provide parity for Linux-based workflows.
Recommendations
  • Include Azure CLI and Bash examples alongside PowerShell for API Management operations.
  • Explicitly mention cross-platform management options and tools, such as Azure CLI, REST API, or Terraform.
  • Add guidance and examples for Linux-based automation and scripting.
  • Ensure that references to management tools do not prioritize Windows-centric solutions; present Windows and Linux options equally.
  • Clarify that API Management can be managed from any OS, and provide links to relevant cross-platform 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-22 00:01 #88 completed Biased Biased
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased