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
cloud_shell_heavy
missing_linux_example
Summary
The tutorial is written for the Azure CLI, which is cross-platform, but the documentation repeatedly references Azure Cloud Shell (browser-based, often Windows-centric) and gives instructions and screenshots for Cloud Shell file uploads. There is minimal guidance for Linux/macOS users regarding file paths, shell differences, or alternative workflows. Windows/Cloud Shell instructions and screenshots are presented first and exclusively, while Linux-specific considerations (like escaping characters in Bash) are mentioned only in notes and not illustrated with examples.
Recommendations
  • Add explicit instructions and screenshots for Linux/macOS terminal usage, including file path conventions and file upload/download methods.
  • Provide examples of CLI commands run in native Bash/zsh shells, not just Cloud Shell.
  • Clarify differences in escaping JSON and special characters between Bash, PowerShell, and Cloud Shell, with concrete examples for each.
  • Mention and illustrate how to use the Azure CLI on Linux/macOS, including installation, authentication, and file management.
  • Balance screenshots and step-by-step instructions between Cloud Shell (browser) and native terminals on different OSes.
GitHub Create Pull Request

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
2026-01-11 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets