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
⚠️ powershell_heavy
Summary:
The documentation page demonstrates a mild Windows bias by mentioning Azure PowerShell and REST API as supported interfaces for tag operations before mentioning Azure CLI or Linux-friendly tools. In the 'Required access' section, PowerShell is specifically called out as a supported interface, while CLI is not mentioned until the 'Next steps' section. Additionally, the ordering in 'Next steps' lists Azure PowerShell before Python, ARM templates, and Bicep, which may suggest a Windows-centric perspective.
Recommendations:
  • Explicitly mention Azure CLI alongside Azure PowerShell and REST API in all sections where command-line interfaces are discussed, especially in 'Required access'.
  • In the 'Required access' section, clarify that all tag operations are supported through Azure CLI as well as PowerShell and REST API.
  • In 'Next steps', consider listing Azure CLI before PowerShell or in parallel, to avoid implying a preference for Windows tooling.
  • Wherever examples or tool references are given, ensure parity by providing both Azure CLI (Linux/macOS/Windows) and PowerShell (Windows/macOS/Linux) options.
  • Review the documentation for any implicit assumptions about the user's platform and adjust language to be platform-neutral.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean