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_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates some Windows bias, particularly in the deployment and connection steps. Windows/PowerShell instructions are provided in detail and are presented before Linux/macOS equivalents in the 'Connect to your remote MCP server' section. The use of PowerShell and Windows-specific scripting is prominent, while Linux/macOS instructions are present but less detailed. There is also a reliance on Visual Studio Code, which, while cross-platform, is often associated with Windows workflows. No explicit Linux-only tools or shell examples are given outside the basic Bash script, and there is no mention of alternative Linux editors or terminal environments.
Recommendations
  • Ensure Linux/macOS instructions are as detailed and prominent as Windows/PowerShell examples.
  • Provide examples using common Linux shells (e.g., Bash, Zsh) and clarify any differences in environment variable handling.
  • Mention and support alternative editors or terminal environments commonly used on Linux (e.g., Vim, GNOME Terminal, etc.) where relevant.
  • Avoid presenting Windows/PowerShell instructions before Linux/macOS equivalents; consider parallel presentation or defaulting to cross-platform CLI commands.
  • Explicitly state cross-platform compatibility for tools and commands, and provide troubleshooting tips for Linux users if needed.
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Clean Clean
2026-02-09 00:00 #358 completed Clean Clean
2026-02-08 00:00 #354 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets