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
Summary
The documentation is generally cross-platform and uses OpenSSL (a cross-platform tool) and Bash shell commands for most certificate operations, which is favorable for Linux users. However, in the 'Verify certificate manually after upload' section, the PowerShell script option is listed first, and the Bash script is mentioned second. This ordering, along with explicit mention of PowerShell, subtly prioritizes Windows workflows. There is also a reference to a PowerShell script 'supplied by Microsoft' without a corresponding mention of a native Linux tool or parity in script support.
Recommendations
  • List Bash/Linux examples before or alongside PowerShell/Windows examples to avoid implying Windows is the primary or preferred platform.
  • Ensure that any scripts or tools supplied by Microsoft for Windows (e.g., PowerShell scripts) have equivalent, well-documented Linux/Bash versions, and mention them equally.
  • Explicitly state that all steps can be performed on both Windows and Linux, and clarify any platform-specific requirements.
  • Where possible, provide cross-platform scripts (e.g., in Python or as Docker containers) to further reduce platform bias.
  • Review future documentation to ensure that Windows-specific tools or workflows are not given priority unless there is a technical reason.
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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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
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

    openssl req -text -in {CsrFile} -verify -noout