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 presents PowerShell examples alongside Azure CLI and portal instructions, with PowerShell often mentioned before Azure CLI. PowerShell is a Windows-centric tool, and no Linux-specific shell examples (e.g., Bash, zsh) or platform notes are provided. There is no mention of Linux-specific considerations, nor are alternative Linux-native tools or scripting patterns discussed. This creates a subtle bias toward Windows users and workflows.
Recommendations
  • Add explicit Bash examples for Azure CLI commands, showing usage in Linux/macOS terminals (e.g., with environment variables, piping, jq for JSON parsing).
  • Include notes clarifying that Azure CLI works cross-platform, and provide examples of command usage in Linux shells.
  • Where PowerShell is used, clarify that PowerShell Core is available on Linux/macOS, or provide equivalent Bash commands for property extraction.
  • Consider mentioning Linux-native tools (e.g., curl for REST API calls, jq for JSON parsing) in relevant sections.
  • Reorder examples so that Azure CLI (cross-platform) is presented before PowerShell, or present both equally.
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets