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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias: certificate creation and management examples are shown exclusively using Windows tools (PowerShell, Chocolatey), and all screenshots and step-by-step instructions are for Windows. Linux/macOS equivalents for certificate import/export and management are missing, and Windows-specific terminology (certificate stores, context menus) is used throughout.
Recommendations
  • Add Linux/macOS instructions for certificate import/export, including CLI commands (e.g., using openssl, certutil, or keytool).
  • Provide Linux/macOS screenshots or terminal examples for certificate management tasks.
  • Mention cross-platform alternatives to Windows certificate stores, such as using PEM files or system trust stores.
  • Include installation instructions for openssl on Linux/macOS (e.g., apt, yum, brew) alongside the Windows/Chocolatey example.
  • Clarify which steps are OS-agnostic and which require platform-specific actions.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets