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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation demonstrates a Windows bias by providing only PowerShell scripts for key generation and certificate creation, referencing Windows-specific tools (e.g., PowerShell's New-SelfSignedCertificate), and omitting equivalent Linux/macOS commands. No cross-platform or Linux alternatives are mentioned, and Windows tooling is presented as the default or only option.
Recommendations
  • Provide equivalent Linux/macOS command-line instructions for generating symmetric keys (e.g., using openssl or /dev/urandom).
  • Include Linux/macOS examples for creating self-signed certificates (e.g., using openssl).
  • When referencing PowerShell or Windows tools, add a note or section for cross-platform alternatives.
  • Consider reordering or parallelizing instructions so that Windows and Linux/macOS approaches are presented together, rather than Windows-first.
  • Explicitly state that the process is platform-agnostic and provide links or references to cross-platform tooling.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets