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:
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation exclusively describes how to apply billing tags using the Azure portal, which is a web-based interface accessible from any OS. However, there are no examples or references to command-line or automation methods (such as Azure CLI, PowerShell, or REST API), which are often used in cross-platform or Linux environments. If automation were discussed, there is a risk that only Windows/PowerShell examples would be provided first or exclusively, but in this case, the omission itself is a form of bias as it does not address Linux users' needs for automation or scripting.
Recommendations:
  • Add examples for applying billing tags using Azure CLI, which is cross-platform and widely used on Linux.
  • If PowerShell examples are added, ensure Azure CLI or REST API examples are also provided and presented first or alongside PowerShell.
  • Explicitly mention that all operations can be performed from any OS via the portal, but also provide automation options for Linux users.
  • Include links to relevant Azure CLI and REST API documentation for managing billing tags.
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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