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
Summary:
The documentation exclusively describes the registration process using the Azure portal GUI, which is platform-agnostic, but does not provide any command-line examples (such as Azure CLI or PowerShell). There is no mention of Linux-specific tools or workflows, nor are there any CLI examples that would support cross-platform automation. The absence of CLI instructions can be seen as a subtle Windows bias, as GUI workflows are more commonly associated with Windows environments, while Linux users often prefer or require CLI-based instructions.
Recommendations:
  • Add Azure CLI examples for registering a service client application, obtaining secrets, and configuring permissions. Ensure these examples are tested on both Windows and Linux.
  • If PowerShell examples are added, provide equivalent Bash/Azure CLI commands for Linux/macOS users.
  • Explicitly mention that the Azure portal is accessible from any OS, but provide links or sections for command-line alternatives.
  • Include a note or section on automating these steps using scripts, with examples for both Windows (PowerShell) and Linux (Bash/Azure CLI).
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased