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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias by referencing Azure PowerShell and REST API as the primary supported interfaces for tag operations, with PowerShell mentioned before CLI and other cross-platform tools. The Tag Contributor role is described as supporting all tag operations through Azure PowerShell and REST API, but does not mention Azure CLI or other Linux-friendly tools in the same context. Examples and instructions for updating tags on certain resources (e.g., IP Groups) do reference Azure CLI, but overall, PowerShell is given prominence. There are no explicit Linux shell or Bash examples, and the documentation does not clarify parity between Windows and Linux tooling for tag management.
Recommendations
  • Explicitly mention Azure CLI alongside PowerShell wherever tag operations are discussed, especially in sections about permissions and supported interfaces.
  • Provide Bash or Linux shell examples for tag management tasks, ensuring parity with PowerShell examples.
  • Clarify that Azure CLI is cross-platform and suitable for both Windows and Linux users.
  • Where REST API is referenced, provide sample curl commands or Linux-friendly usage patterns.
  • Review the order of tool mentions to avoid always listing Windows tools (PowerShell) first; alternate or group by platform-neutral tools.
  • Add a section or note on Linux/macOS compatibility for all tag management operations.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased