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 presents Windows examples and instructions first, with detailed PowerShell scripts and references to Windows certificate stores and tools. Linux instructions are present but less detailed and follow the Windows section. The use of PowerShell as the primary scripting language, even for Linux, and the emphasis on Windows certificate management tools indicate a Windows-centric approach.
Recommendations
  • Present Linux and Windows instructions in parallel or alternate order to avoid Windows-first bias.
  • Provide Linux-native command examples (e.g., using OpenSSL for certificate management, bash scripts) instead of PowerShell for Linux scenarios.
  • Expand Linux sections with more detailed, step-by-step instructions matching the depth of Windows examples.
  • Reference Linux-specific documentation and tools for certificate installation and management (e.g., update-ca-certificates, systemd, etc.).
  • Clarify cross-platform differences and provide troubleshooting tips for Linux users.
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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