Sad Tux - Windows bias detected
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

Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias by providing only PowerShell examples for custom role creation and assignment, referencing Azure PowerShell in metadata and examples, and omitting equivalent Azure CLI or REST API examples. While Azure CLI and REST API are mentioned as alternative tools for role assignment, no concrete examples or code snippets are provided for Linux/macOS users, making the guidance less accessible for those platforms.
Recommendations
  • Add Azure CLI examples for custom role creation and assignment alongside PowerShell examples.
  • Provide REST API sample requests for key operations, especially those currently shown only in PowerShell.
  • Ensure that examples for Linux/macOS-friendly tools (CLI, REST) are presented before or alongside Windows/PowerShell examples.
  • Review metadata and custom tags to avoid reinforcing PowerShell as the default or only approach.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-08 00:00 #84 in_progress Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-22 00:00 #24 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets