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_tools
windows_first
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for each query, but PowerShell is highlighted as a primary scripting interface, which is strongly associated with Windows. There are no explicit Linux shell (bash, zsh) or scripting examples, nor is there mention of Linux-native tools or patterns. PowerShell is listed alongside CLI, but its presence and lack of Linux-specific alternatives or notes may signal a Windows bias. The documentation does not clarify cross-platform compatibility for PowerShell, nor does it mention Linux-specific usage or troubleshooting.
Recommendations
  • Add explicit bash/zsh shell examples for running Azure CLI commands, showing typical Linux usage patterns (e.g., piping, jq for JSON parsing).
  • Clarify that Azure CLI is fully cross-platform and provide installation or usage notes for Linux users.
  • If PowerShell is recommended, note that PowerShell Core is available on Linux and macOS, and provide examples or links for those platforms.
  • Consider including troubleshooting or environment setup notes for Linux users, especially regarding authentication and environment variables.
  • Balance the prominence of PowerShell by either providing equivalent Linux-native scripting examples or by making CLI the default/first example, with PowerShell as an alternative.
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 Clean Clean
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