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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation provides detailed PowerShell examples alongside Azure CLI and portal instructions, but PowerShell is a Windows-centric tool and is presented as a primary automation method. There are no explicit Linux/macOS shell examples (e.g., Bash), and PowerShell instructions are given before Azure CLI in both main sections. The Azure CLI examples are cross-platform, but the lack of Linux-specific context or examples (such as Bash scripting or notes about CLI usage on Linux/macOS) creates a subtle Windows bias.
Recommendations
  • Add explicit Bash shell examples for Azure CLI commands, showing usage in Linux/macOS environments.
  • Clarify that Azure CLI is cross-platform and provide notes or links for installing and using it on Linux/macOS.
  • Reorder examples so that Azure CLI (cross-platform) instructions appear before PowerShell (Windows-centric) instructions.
  • Include a brief note that PowerShell Core is available on Linux/macOS, if PowerShell examples are retained.
  • Consider adding a section or callout for Linux/macOS users, highlighting any platform-specific considerations.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets