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 shows evidence of Windows bias, particularly in the certificate generation section, where instructions and commands are provided specifically for Windows users (Command Prompt, Powershell syntax, Windows environment variables). There are no equivalent Linux or macOS examples for certificate generation, and the guidance assumes a Windows environment (e.g., '%USERPROFILE%' path, Command Prompt). The .NET sample code also references Visual Studio and NuGet, which are primarily Windows-centric tools, with no mention of cross-platform alternatives or instructions for Linux/macOS users.
Recommendations
  • Provide explicit Linux and macOS instructions for certificate generation, including shell commands and file paths.
  • Include bash/zsh examples for using the step CLI and certificate management.
  • Mention cross-platform code editors (e.g., VS Code) and package managers (e.g., dotnet CLI) for running .NET samples.
  • Avoid referencing Windows-specific environment variables and tools unless parity is provided for other platforms.
  • Add notes or sections clarifying steps for Linux/macOS users throughout the quickstart.
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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