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_tools
missing_linux_example
windows_first
Summary
The documentation page exclusively references the Azure portal web UI and Microsoft-specific tools and patterns, with no mention of Linux command-line alternatives, cross-platform CLI usage, or parity for Linux users. All instructions assume use of the Azure portal, which is platform-agnostic but heavily oriented toward Windows users and workflows. There are no examples using Azure CLI, REST API, or other automation-friendly, cross-platform tools. No Linux-specific considerations or examples are provided.
Recommendations
  • Add equivalent instructions using Azure CLI and/or PowerShell, and ensure Azure CLI examples are presented before or alongside PowerShell to support Linux and macOS users.
  • Include REST API examples for application registration and configuration steps to enable automation and cross-platform usage.
  • Explicitly mention that the Azure portal is accessible from any OS/browser, and provide links to CLI documentation for users who prefer command-line workflows.
  • Where secrets or configuration files are referenced, provide guidance on secure storage and management for Linux environments (e.g., using environment variables, key vaults, or secure files).
  • Review and update documentation to ensure that Linux and macOS users are not required to use Windows-specific tools or patterns, and that all steps can be completed on any platform.
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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 Clean Clean
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Biased Biased
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets