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
windows_tools
Summary
The documentation page exhibits Windows bias primarily by referencing Windows-centric tools and patterns (such as Azure PowerShell, Azure portal, and RBAC), and by omitting explicit Linux or cross-platform examples. Service-specific best practices and tutorials often mention Windows or PowerShell tabs, but do not provide equivalent Linux or bash/CLI guidance. There is a lack of parity in examples and tooling recommendations for Linux environments.
Recommendations
  • Include Linux-specific examples and instructions alongside Windows/PowerShell examples, such as bash scripts, Azure CLI, or Linux-native secret management tools.
  • When referencing service-specific tutorials, ensure that both Windows and Linux tabs or code samples are present and equally visible.
  • Mention cross-platform secret management tools and patterns (e.g., HashiCorp Vault, environment variable management in Linux, systemd secrets) where appropriate.
  • Avoid using Windows-centric terminology (such as 'Azure PowerShell' or 'Windows VM') exclusively; provide equivalent Linux context.
  • Review all linked tutorials and guides to ensure Linux parity in step-by-step instructions and screenshots.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased