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 page 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 typically associated with Windows environments. No Linux or cross-platform CLI alternatives are mentioned or linked in this context. The rest of the page does not provide command-line examples or tool references, so the bias is limited to linked resources.
Recommendations
  • For every 'Learn more' or quickstart link that points to PowerShell instructions, also provide or link to Azure CLI or REST API equivalents, which are cross-platform and work on Linux/macOS.
  • Explicitly mention that all Azure RBAC roles and permissions can be managed using Azure CLI, Azure portal, or REST API, and provide links to relevant documentation for each platform.
  • Audit all referenced documentation (especially quickstarts and guides) to ensure Linux/macOS users are not excluded or forced to use Windows tools.
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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