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

Bias Types:
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias by recommending Docker Desktop (which is primarily for Windows and macOS) as the default Docker installation method, and by not mentioning native Linux Docker installation or Linux-specific development workflows. Visual Studio Code is presented as the primary editor, with no mention of alternative editors or command-line workflows common on Linux. There are no Linux-specific troubleshooting or setup instructions, and the documentation omits guidance for users developing on native Linux environments.
Recommendations:
  • Include instructions for installing Docker Engine natively on Linux distributions (e.g., Ubuntu, Fedora), not just Docker Desktop.
  • Mention alternative editors and workflows commonly used on Linux, such as JetBrains IDEs, Eclipse, or command-line tools.
  • Provide Linux-specific troubleshooting tips (e.g., using systemd to manage Docker, checking permissions for the docker group).
  • When listing tools, avoid phrasing that implies Docker Desktop is required for all platforms; clarify that Linux users should install Docker Engine.
  • Add explicit Linux shell command examples where relevant (e.g., using apt or yum for installation, using systemctl to manage Docker).
  • Ensure parity in examples and instructions for both Windows and Linux environments, especially in setup and debugging sections.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets