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_tools
windows_first
Summary
The documentation references PowerShell scripts for certificate management and lists Windows tooling (PowerShell) before Bash alternatives. While some Linux-compatible tools (Node.js, Bash) are mentioned, Windows-centric examples and tools are given prominence, and PowerShell is referenced explicitly for key certificate tasks. This may create friction for Linux/macOS users, especially in testing scenarios.
Recommendations
  • Ensure Bash and Linux/macOS equivalents are always listed alongside PowerShell scripts, and give them equal prominence.
  • Add explicit instructions and examples for Linux/macOS users wherever Windows tools or PowerShell are mentioned.
  • Where possible, use cross-platform tools (e.g., OpenSSL, Node.js) as the primary example, with OS-specific alternatives as secondary options.
  • Review referenced GitHub tools/scripts to ensure Linux/macOS compatibility is clear and documented.
  • Avoid listing Windows/PowerShell tools first unless they are the only option.
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets