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
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell and REST API as primary tools for tag operations, mentioning Azure PowerShell before Azure CLI in the 'Next steps' section, and highlighting PowerShell support for tag operations in the access control discussion. Linux equivalents (Azure CLI) are mentioned but are not given equal prominence or examples. There are no explicit Linux or Bash examples, and Windows-centric tools/patterns are referenced first.
Recommendations
  • Present Azure CLI and PowerShell examples side-by-side throughout the documentation, especially in sections discussing tag operations and access.
  • Mention Azure CLI before or alongside PowerShell in lists and recommendations to avoid implying a Windows-first workflow.
  • Include explicit Linux/Bash usage examples for tag operations, demonstrating parity with PowerShell instructions.
  • Clarify that both Azure CLI and PowerShell are cross-platform, and provide guidance for users on Linux and macOS.
  • Review and update all tool references to ensure equal visibility and instruction for both Windows and Linux users.
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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