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
Summary
The documentation provides examples for Azure Portal, Azure CLI, and Azure PowerShell. While Azure CLI commands are cross-platform, PowerShell examples are given equal prominence and detail, which may favor Windows users. The PowerShell section is extensive and assumes familiarity with Windows-centric tooling, while no Linux/macOS-specific shell examples (e.g., Bash, zsh) are provided. The ordering of tabs places Azure Portal first (neutral), but PowerShell is given as a primary method alongside CLI, which can be seen as Windows-first. There are no explicit Linux/macOS-only instructions, nor are there references to Linux-specific patterns or troubleshooting.
Recommendations
  • Clarify that Azure CLI commands work natively on Linux/macOS and Windows.
  • Add explicit Bash/zsh shell examples for querying and variable assignment, especially for steps like extracting subnet IDs.
  • Note that PowerShell Core is available cross-platform, but provide Bash alternatives for Linux/macOS users.
  • Consider reordering tabs or adding a note that CLI is the most cross-platform method.
  • Include troubleshooting notes for common Linux/macOS issues (e.g., permissions, environment variables).
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets