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 demonstrates a Windows bias by exclusively referencing the Azure portal (a web UI most commonly used on Windows), omitting any command-line or automation examples (such as Azure CLI, PowerShell, Bash, or REST API). There are no Linux-specific instructions, nor is there mention of cross-platform tooling. All configuration steps are described using GUI navigation patterns typical of Windows environments, and there is no parity for users who prefer or require Linux or command-line workflows.
Recommendations
  • Add equivalent instructions using Azure CLI and/or REST API for all major steps (app registration, identity provider configuration, policy key creation, etc.), ensuring these examples work on Linux, macOS, and Windows.
  • Include PowerShell and Bash script examples where appropriate, and clarify which commands are cross-platform.
  • Explicitly mention that the Azure portal is accessible from any OS/browser, but provide alternatives for users who prefer command-line or automation.
  • Add a section comparing GUI and CLI approaches, and link to relevant cross-platform documentation.
  • Ensure screenshots or UI references do not assume a Windows environment (e.g., avoid referencing Windows-specific browser features or UI elements).
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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