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
windows_first
powershell_heavy
Summary
The documentation provides platform-specific examples for generating derived device keys, with Windows/PowerShell instructions presented before Linux/openssl. The Windows example is more detailed and uses PowerShell, a Windows-centric tool. However, Linux instructions are present and functional, and Azure CLI is noted as cross-platform.
Recommendations
  • Present Linux and Windows examples in parallel or alternate their order to avoid implicit prioritization.
  • Clarify that Azure CLI is fully cross-platform and can be used on both Windows and Linux, possibly making it the primary recommended method.
  • Ensure equal detail and explanation for Linux/bash and Windows/PowerShell examples.
  • Consider adding macOS-specific notes if there are platform nuances.
  • Explicitly state that all methods are equivalent and available on all major platforms where possible.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets