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 prominently and always listed before Azure CLI, which may suggest a Windows-first approach. There are no explicit Linux shell examples (e.g., Bash), nor are there references to Linux-specific tools or patterns. The CLI examples are generic and cross-platform, but the ordering and prominence of PowerShell may imply a bias toward Windows users.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or list Azure CLI first in some sections to avoid implying Windows-first workflows.
  • Include explicit Bash shell examples for Azure CLI usage, demonstrating Linux-native command patterns (e.g., piping, jq for JSON parsing).
  • Add notes clarifying that Azure CLI commands work on Windows, Linux, and macOS, and provide platform-specific tips where relevant.
  • Consider including links or references to Linux terminal usage or scripting guides for Azure CLI.
  • If PowerShell is required for certain tasks, clarify its availability on Linux and macOS, and provide installation guidance.
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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