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 consistently provides both Azure CLI and Azure PowerShell examples for each query, but omits explicit Linux shell examples (e.g., Bash). PowerShell, a Windows-centric tool, is given equal prominence to Azure CLI, and is listed immediately after CLI in each section. There are no references to Linux-specific tools, shell patterns, or platform considerations, and no guidance for running queries from a Linux environment beyond the CLI. This may unintentionally signal a bias toward Windows users and workflows.
Recommendations
  • Add explicit Bash/Linux shell examples for running Azure CLI commands, including any necessary syntax for quoting or escaping.
  • Clarify that Azure CLI is cross-platform and provide usage notes for Linux/macOS users (e.g., installation, environment differences).
  • Consider including a section or tab for Linux shell usage, or at least mention Linux compatibility in each CLI example.
  • If PowerShell is included, note that PowerShell Core is available cross-platform, and provide guidance for Linux/macOS users if relevant.
  • Review ordering: consider listing CLI (cross-platform) before PowerShell, and avoid implying PowerShell is the default or preferred method.
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 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 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets