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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by referencing Windows-centric tools (Azure portal, Microsoft Entra admin center) and providing examples using Azure CLI and Microsoft Graph REST API without clarifying cross-platform compatibility. There are no explicit Linux-specific instructions, nor are Linux command-line or automation patterns (e.g., bash scripting) mentioned. The use of Azure CLI is cross-platform, but the documentation does not make this clear, and the portal-based steps assume a graphical interface typical of Windows environments. No Linux-specific examples or alternatives (such as shell scripts or Linux desktop tools) are provided.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and provide installation instructions for Linux users.
  • Include Linux-specific command-line examples, such as using curl for REST API calls, or bash scripts for automation.
  • Mention alternative access methods for users who may not have access to the Azure portal GUI, such as using Azure CLI or REST API for resource management and permission assignment.
  • Add notes or sections highlighting any differences or considerations for Linux users, such as authentication flows or environment setup.
  • Ensure parity in example ordering, presenting cross-platform or Linux alternatives alongside or before Windows/portal-based instructions.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean

Flagged Code Snippets