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 only PowerShell and C# examples for converting a certificate to base-64, both of which are Windows-centric. There are no Linux or macOS command-line examples (e.g., using openssl or base64), and Windows tools are mentioned exclusively. This creates friction for non-Windows users.
Recommendations
  • Add a Linux/macOS example using openssl and base64 commands, e.g., `base64 -w 0 path-to-servicePrincipalCertificatePfxFile` or `openssl base64 -in path-to-servicePrincipalCertificatePfxFile`.
  • Explicitly mention that the PowerShell example is for Windows and provide equivalent bash/zsh commands for Linux/macOS.
  • Consider including a Python snippet, which is cross-platform, as an additional example.
GitHub Create Pull Request

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

Flagged Code Snippets