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 demonstrates a subtle Windows bias by exclusively describing role assignment and management steps using the Azure Portal UI, which is most commonly accessed via Windows environments. There are no command-line examples (such as Azure CLI, PowerShell, or Bash), and no Linux-specific instructions or parity for role assignment or authentication workflows. The absence of CLI or cross-platform automation examples may disadvantage Linux users or those who prefer scripting.
Recommendations:
  • Add Azure CLI examples for role assignment and authentication, which work across Windows, Linux, and macOS.
  • Include Bash shell command examples for obtaining JWT tokens and interacting with Azure resources.
  • Explicitly mention that the Azure Portal is accessible from any OS, and provide parity for users who prefer command-line or automated approaches.
  • If PowerShell examples are added, ensure equivalent Bash/Azure CLI examples are provided alongside.
  • Highlight any OS-agnostic tools or SDKs (such as the Azure Identity client library) with examples in multiple languages where possible.
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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
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased