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
windows_tools
Summary
The documentation provides a PowerShell-only example for deriving a device key, explicitly referencing Windows and omitting equivalent Linux or cross-platform instructions. Windows tooling and patterns are mentioned exclusively, with no parity for Linux users. The example and sample output are both in PowerShell, reinforcing a Windows-centric approach.
Recommendations
  • Add equivalent Linux instructions using common tools such as openssl, bash, or Python for deriving the device key.
  • Include cross-platform code samples (e.g., Python) that work on both Windows and Linux.
  • Explicitly mention that the steps are applicable on both Windows and Linux, or provide tabs/switches for OS-specific instructions.
  • Avoid language such as 'On Windows' unless there is a corresponding 'On Linux' section.
  • Provide sample outputs for Linux commands as well.
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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
2025-08-22 00:01 #88 completed 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

Flagged Code Snippets