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 exhibits a Windows bias by primarily referencing Azure Portal (a GUI, most commonly used on Windows), Visual Studio Code (with no mention of Linux alternatives or parity), and Azure PowerShell/CLI commands without explicit Linux/Bash examples. There is no mention of Linux-specific tools, shell commands, or cross-platform considerations for CLI usage. All screenshots and step-by-step instructions are oriented toward the Azure Portal, which is most familiar to Windows users, and there are no examples or notes for Linux users (e.g., using Bash, shell scripting, or alternative editors).
Recommendations
  • Include explicit Linux/Bash shell examples for CLI commands, showing usage in a Linux terminal.
  • Mention that Azure CLI is cross-platform and provide instructions for installing and using it on Linux and macOS.
  • Add references to alternative editors for customizing templates (e.g., Vim, Emacs, or VS Code on Linux), and clarify that the VS Code extension works on Linux/macOS.
  • Provide screenshots or instructions for using Azure CLI exclusively, avoiding reliance on Azure Portal GUI steps.
  • Add troubleshooting notes or tips for Linux users (e.g., file permissions, networking/firewall configuration differences).
  • Ensure that all steps and tools mentioned are clearly marked as cross-platform or provide platform-specific guidance where necessary.
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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
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets