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 demonstrates a moderate Windows bias. Azure PowerShell is given equal or greater prominence than Azure CLI, and PowerShell examples are provided throughout. The CLI examples are described as working in Bash or Azure PowerShell, but there are no explicit Linux shell script examples or references to Linux-specific environments. The PowerShell tab is consistently presented alongside or before CLI, and there is no mention of Linux tools, patterns, or considerations. There are no examples using native Linux tools or shell scripting beyond Azure CLI, and the Python examples use Azure CLI credentials, which may be less common in Linux environments.
Recommendations
  • Explicitly mention that Azure CLI examples work natively in Linux/macOS Bash shells, and provide sample Bash scripts for common operations.
  • Add notes or examples for Linux users, such as using environment variables, authentication methods, or shell scripting patterns specific to Linux.
  • Clarify that PowerShell is available cross-platform, but provide guidance for Linux users who may prefer Bash or other shells.
  • Consider adding a section or tab for Linux-specific considerations, troubleshooting, or best practices when moving resources.
  • Ensure that CLI examples do not assume PowerShell syntax (e.g., variable assignment), and provide pure Bash alternatives where relevant.
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
2026-01-12 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
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-01 00:00 #67 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets