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
missing_linux_example
Summary
The documentation page exhibits Windows bias in the certificate generation section, where only Windows/PowerShell instructions are provided, and the workflow is described from a Windows perspective (e.g., opening Command Prompt, using Win+R, referencing %USERPROFILE%). There are no Linux or macOS-specific instructions or examples for certificate creation, and the .NET sample code references Visual Studio and NuGet, which are Windows-centric tools, without mentioning cross-platform alternatives.
Recommendations
  • Add Linux/macOS instructions for certificate generation, including example commands for Bash/zsh and typical file paths.
  • Provide cross-platform guidance for running the step CLI, including installation and usage on Linux/macOS.
  • Mention and provide examples for using .NET CLI and VS Code for the sample code, highlighting cross-platform development options.
  • Avoid Windows-specific shortcuts and environment variables (e.g., Win+R, %USERPROFILE%) or provide their Linux/macOS equivalents.
  • Order examples so that cross-platform or Linux instructions are presented first or alongside Windows instructions.
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Scan History

Date Scan Status Result
2026-01-22 01:38 #286 completed Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets