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 page shows mild Windows bias, especially in the 'For testing purposes only' section, where PowerShell scripts are mentioned before Bash scripts for certificate generation. The referenced tooling for certificate management includes PowerShell scripts and Windows-centric instructions, and there is a tendency to mention Windows tools or patterns first. However, Linux alternatives (Bash scripts, OpenSSL) are present, and Azure CLI examples are cross-platform.
Recommendations
  • Present Bash and PowerShell scripts equally, or mention Bash first to balance the order.
  • Explicitly state cross-platform compatibility for all tools and scripts, and provide usage examples for both Windows and Linux.
  • Where PowerShell is referenced, include equivalent Bash/Unix shell commands side-by-side.
  • Ensure that links to tooling (e.g., certificate generation) highlight Linux and macOS support as clearly as Windows.
  • Add more Linux-specific examples, such as using OpenSSL for certificate management, and clarify when a tool is Windows-only.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets