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 page demonstrates a subtle Windows bias by prioritizing the Azure portal (a web GUI most closely associated with Windows workflows) for role assignment and application registration, and by providing .NET (C#) sample code before Java. There are no explicit Linux or cross-platform command-line examples (such as Azure CLI or Bash scripts) for authentication or role assignment, nor are there references to Linux-specific workflows. While Azure CLI is mentioned in the related content, it is not included in the main instructional flow, and no CLI or shell examples are provided alongside the portal-based instructions.
Recommendations
  • Add explicit Azure CLI and/or Bash examples for application registration, role assignment, and authentication token acquisition, and present them alongside or before portal-based instructions.
  • Include Linux-friendly sample code and workflows (e.g., Python, JavaScript, or Java) in addition to .NET, and ensure they are equally prominent.
  • When referencing the Azure portal, also mention that all steps can be performed using cross-platform tools such as Azure CLI or REST API, and provide links or inline examples.
  • Ensure that documentation sections do not assume a Windows environment or toolset by default; explicitly call out cross-platform options where available.
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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
2026-01-11 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
2025-08-29 00:01 #95 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased