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 page demonstrates a Windows bias by primarily referencing Windows-centric tools and workflows, such as PowerShell and the Azure portal, for API Management on Azure VMware Solution VMs. There are no examples or mentions of Linux-native tools, CLI commands, or Linux-specific automation approaches. The management and automation mechanisms are described in terms of PowerShell and Azure DevOps, both of which are commonly associated with Windows environments. Linux alternatives (such as Bash, Azure CLI, or Ansible) are not mentioned, and the documentation does not provide parity for Linux users.
Recommendations
  • Include Azure CLI examples alongside PowerShell for API Management configuration and automation.
  • Mention Linux-compatible automation tools (e.g., Bash scripts, Ansible, Terraform) where PowerShell or Azure DevOps are referenced.
  • Provide explicit instructions or examples for managing API Management from Linux environments.
  • Clarify that the Azure portal and developer portal are cross-platform, and highlight any platform-specific considerations.
  • Add a section or callout for Linux users, summarizing equivalent workflows and tools.
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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