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
missing_linux_example
Summary
The documentation page exhibits mild Windows bias, primarily through its use of Windows/Powershell-centric references in 'Learn more' links (e.g., Attestation Contributor links to a Powershell quickstart, with no mention of CLI/Bash/Linux alternatives). There are no explicit Linux or cross-platform examples, and Windows tools/patterns are referenced before any Linux equivalents (if present). The lack of Linux-specific instructions or parity in example tooling is notable.
Recommendations
  • Add Azure CLI and Bash examples alongside Powershell references, especially in 'Learn more' links and quickstarts.
  • Explicitly mention cross-platform tools and workflows (e.g., Azure CLI, REST API) where Powershell is referenced.
  • Ensure that documentation for role management and security operations includes Linux/macOS usage scenarios and commands.
  • Where possible, provide links to both Windows and Linux guides for each role or operation.
  • Review all referenced quickstarts and troubleshooting guides to ensure Linux parity and visibility.
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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