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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation is heavily oriented toward Microsoft Entra ID (formerly Azure AD) and the Azure portal, which are Windows-centric tools. All configuration steps reference the Azure portal UI and Microsoft-specific workflows, with no mention of Linux command-line alternatives (such as Azure CLI, REST API, or Terraform). There are no examples or instructions for performing equivalent tasks on Linux or via cross-platform tools, and no mention of open-source OAuth providers or non-Microsoft environments.
Recommendations:
  • Include Azure CLI and REST API examples for all configuration steps, as these are cross-platform and commonly used on Linux.
  • Reference open-source OAuth 2.0 providers (e.g., Keycloak, Auth0, Okta) and provide example configuration steps for at least one non-Microsoft provider.
  • Add instructions for configuring OAuth 2.0 in API Management using infrastructure-as-code tools (e.g., Terraform, Bicep), which are platform-agnostic.
  • Explicitly state that the Azure portal is web-based and accessible from any OS, but offer alternatives for users who prefer command-line or automated workflows.
  • Provide troubleshooting steps or notes for Linux users, such as environment variable handling, file paths, or authentication methods that differ from Windows.
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Scan History

Date Scan ID Status Bias Status
2025-09-13 00:00 #110 completed ❌ Biased
2025-09-12 00:00 #109 completed ❌ Biased
2025-09-11 00:00 #108 completed ❌ Biased
2025-09-10 00:00 #107 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean