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
Summary
The documentation demonstrates a Windows bias by presenting Windows/Powershell examples and instructions before Linux equivalents, relying heavily on Powershell cmdlets and Windows certificate tooling, and providing more detailed guidance for Windows scenarios. Linux instructions are present but less detailed and still use Powershell for signing, which is less typical for Linux environments.
Recommendations
  • Present Linux and Windows examples in parallel or alternate order to avoid Windows-first bias.
  • Provide native Linux command-line examples for signing (e.g., using OpenSSL or GPG directly) instead of Powershell on Linux.
  • Expand Linux-specific instructions, including certificate/key management and installation using common Linux tools (e.g., update-ca-certificates, openssl).
  • Clarify when Powershell is required on Linux and offer alternatives where possible.
  • Ensure references and templates for Linux are as comprehensive as those for Windows (e.g., provide Linux VM certificate deployment templates).
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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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets