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_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates a Windows bias in several areas. When describing certificate conversion for client certificate authentication, PowerShell is presented as the primary method, with OpenSSL (a cross-platform tool) mentioned only as a troubleshooting step. The file path examples use Windows-style paths (e.g., 'c:\certificate.pfx'), and instructions for certificate handling are written with Windows tooling in mind. There are no explicit Linux or macOS command-line examples, nor are Linux tools or patterns (such as bash, Linux file paths, or native OpenSSL usage) presented alongside or before Windows equivalents.
Recommendations
  • Provide Linux/macOS equivalents for all command-line examples, especially for certificate conversion and encoding (e.g., using OpenSSL directly for base64 encoding).
  • Use neutral file path examples (e.g., '/path/to/certificate.pfx') or show both Windows and Linux/macOS paths.
  • Mention cross-platform tools (like OpenSSL) first, and clarify their usage on multiple operating systems.
  • Where PowerShell is referenced, also provide bash or shell script alternatives.
  • Explicitly state that all procedures can be performed on Linux/macOS, and link to relevant documentation for those platforms.
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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
2025-09-16 00:00 #113 completed 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets