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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
Summary:
The documentation page is largely platform-neutral in its main content, focusing on role definitions and permissions. However, there is evidence of Windows/Powershell bias in the external 'Learn more' links for some roles (e.g., Attestation Contributor), which point to PowerShell-based quickstarts or guides. There are no explicit Linux CLI or cross-platform examples, and where command-line guidance is referenced, it defaults to PowerShell/Windows-centric tooling.
Recommendations:
  • For every 'Learn more' or quickstart link that points to a PowerShell or Windows-specific guide, ensure there is an equivalent link or section for Azure CLI (az), Bash, or cross-platform scripting.
  • Where possible, provide both PowerShell and Azure CLI (or REST API) examples side by side, especially for common administrative tasks.
  • Audit linked documentation (such as quickstarts) to ensure Linux and Mac users are equally supported and referenced.
  • Explicitly state in the documentation introduction that all roles and permissions can be managed using cross-platform tools, and provide links to those tools.
  • Consider adding a 'Platform support' or 'How to use' section that lists all supported management interfaces (Azure Portal, Azure CLI, PowerShell, REST API) with links to relevant guides for each.
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Scan History

Date Scan ID Status Bias Status
2025-09-10 00:00 #107 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets