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 provides both Bash/OpenSSL and PowerShell examples for certificate creation and verification, but in the 'Verify certificate manually after upload' section, the PowerShell script is mentioned first, followed by Bash and OpenSSL. This ordering subtly prioritizes Windows tooling. Additionally, the explicit mention of a 'PowerShell script supplied by Microsoft' as the first option, with Bash and OpenSSL as alternatives, reflects a mild Windows-first and PowerShell-heavy bias. However, Linux tooling (Bash/OpenSSL) is well represented and not omitted.
Recommendations
  • Present Bash/OpenSSL and PowerShell examples in parallel or randomize their order to avoid implying a default platform.
  • Explicitly state that all methods are equally supported and that users should choose the one that fits their environment.
  • Where possible, provide cross-platform scripts or note any platform-specific limitations.
  • Ensure that Linux-first or neutral ordering is used in at least some sections, especially in cross-platform documentation.
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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