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
windows_first
missing_linux_example
Summary
The documentation exclusively uses the Azure portal (web UI) and Azure Resource Graph Explorer for all examples and instructions, without mentioning or providing command-line alternatives such as Azure CLI, PowerShell, or Bash. There is no reference to Linux-specific tools, nor are any cross-platform command-line instructions given. The workflow assumes use of the graphical portal, which is more commonly used on Windows, and omits parity for Linux users who may prefer CLI or automation.
Recommendations
  • Add Azure CLI examples for all major workflows (listing classic administrators, converting/removing roles, etc.), ensuring commands work on Linux, macOS, and Windows.
  • If relevant, provide PowerShell examples alongside CLI, but do not prioritize them over CLI.
  • Explicitly mention that all steps can be performed on any OS using Azure CLI or REST API, and link to cross-platform tool documentation.
  • Include a section or tab for 'Command-line' or 'Automation' for each major task, showing CLI and REST API usage.
  • Avoid assuming use of the Azure portal as the only or primary method, and clarify that graphical and command-line options are available.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed 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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets