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 generally platform-neutral, listing Azure built-in roles and their permissions. However, there is evidence of Windows bias in the 'Attestation Contributor' role, where the 'Learn more' link points specifically to a PowerShell-based quickstart, which is a Windows-centric tool. There are no Linux CLI (az) or Bash examples referenced, and PowerShell is mentioned before any cross-platform alternatives. Other roles link to documentation that is not platform-specific or do not mention tooling at all.
Recommendations
  • For every role that links to a PowerShell-based guide (e.g., Attestation Contributor), also provide links to equivalent Azure CLI (az) or Bash guides, or explicitly mention cross-platform alternatives.
  • Ensure that introductory or 'Learn more' links do not default to Windows/PowerShell unless no other option exists; if only PowerShell is available, note the limitation and suggest alternatives where possible.
  • Audit all referenced documentation for platform parity and update examples to include both Windows (PowerShell) and Linux/macOS (Azure CLI/Bash) usage.
  • Consider adding a section or table summarizing cross-platform tooling for role management, highlighting both PowerShell and Azure CLI.
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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