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 exhibits a moderate Windows bias. When discussing certificate conversion for client certificate authentication, PowerShell is presented as the primary tool for base64 encoding PFX files, with Windows file paths used in examples. Troubleshooting steps reference cert mmc/PowerShell, and OpenSSL is mentioned only as a workaround. There are no Linux shell or cross-platform CLI examples for certificate handling, and Windows-centric tools are mentioned first or exclusively in relevant sections.
Recommendations
  • Provide Linux and macOS equivalents for certificate conversion and encoding steps, such as OpenSSL and base64 commands.
  • Include cross-platform file path examples (e.g., /home/user/certificate.pfx) alongside Windows paths.
  • When referencing PowerShell, clarify that equivalent steps can be performed with OpenSSL or native shell commands on Linux/macOS.
  • Add explicit Linux/macOS code samples for certificate troubleshooting and conversion, not just as a workaround.
  • Avoid assuming the use of Windows tools by default; present platform-neutral or multiple platform options in all relevant sections.
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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