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
powershell_heavy
windows_first
Summary
The documentation is largely platform-neutral, focusing on Azure RBAC roles and permissions. However, there is mild Windows bias in the 'Attestation Contributor' role, where the 'Learn more' link points to a PowerShell-based quickstart, which is primarily a Windows tool. There are no Linux CLI or cross-platform examples referenced, and PowerShell is mentioned before any Linux alternatives (if any exist). Most other roles link to general guides or are reference-only, so the impact is limited.
Recommendations
  • For roles where the 'Learn more' link points to PowerShell-specific guides (e.g., Attestation Contributor), add links to equivalent Azure CLI or REST API documentation that works cross-platform.
  • Where possible, ensure that examples and quickstarts are provided for both PowerShell and Azure CLI, with clear indications of platform compatibility.
  • Review referenced guides to confirm they include Linux/macOS instructions or alternatives.
  • Explicitly mention cross-platform options in introductory or 'Next steps' sections.
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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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets