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_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. Azure PowerShell is mentioned as a primary tool for tag operations, and the Tag Contributor role is described as supporting all tag operations through Azure PowerShell and REST API, with no mention of Azure CLI or Linux/macOS equivalents in that section. In the limitations section, the only command-line example given is for Azure CLI, but this comes after the PowerShell emphasis. The 'Next steps' section lists Azure portal, CLI, PowerShell, Python, ARM templates, and Bicep, but PowerShell is listed before Python and other cross-platform tools.
Recommendations
  • Explicitly mention Azure CLI as a cross-platform alternative wherever PowerShell is referenced, especially in the 'Required access' section.
  • Provide parallel examples for both Azure PowerShell and Azure CLI in all relevant sections.
  • In lists of tools or next steps, alternate or randomize the order, or list CLI before PowerShell to avoid implicit prioritization.
  • Clarify that Azure CLI works on Windows, Linux, and macOS, and link to installation guides for all platforms.
  • Add notes or examples for Linux/macOS users where command-line operations are discussed.
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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