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
Summary
The documentation provides examples for Azure Portal, PowerShell, Azure CLI, and REST API. PowerShell is featured as a primary scripting example alongside Azure CLI, but there is no explicit Linux shell (bash, zsh) or cross-platform scripting guidance. PowerShell examples are given equal prominence to Azure CLI, but PowerShell is traditionally associated with Windows, and its usage may imply a Windows-centric approach. There are no examples using Linux-native tools or shell scripting, nor is there mention of platform-specific considerations for Linux users.
Recommendations
  • Add bash and zsh shell script examples for Azure CLI commands to demonstrate usage in Linux environments.
  • Clarify that Azure CLI commands are cross-platform and provide explicit instructions or examples for running them in Linux/macOS terminals.
  • Include notes on installing and using PowerShell Core (pwsh) on Linux/macOS if PowerShell examples are retained, to avoid implying Windows-only usage.
  • Consider adding references to Linux-native tools (e.g., curl, jq) for REST API calls, showing how to parse and handle responses in a Linux shell.
  • Review and update screenshots and UI instructions to ensure they are not Windows-specific, or add Linux/macOS equivalents where relevant.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets