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 examples for Azure CLI, Azure PowerShell, and the Azure Portal. While Azure CLI is cross-platform, the inclusion of Azure PowerShell (which is traditionally Windows-centric, though now available on Linux/macOS) and the absence of Linux-specific shell examples (e.g., Bash with REST API or jq) or references to Linux-native tools suggests a mild Windows bias. Additionally, PowerShell is presented as a primary tab, reinforcing its prominence. There are no explicit Linux examples or instructions, and no mention of Linux-specific usage patterns.
Recommendations
  • Add explicit Bash shell examples using az CLI and/or REST API calls, demonstrating usage in Linux environments.
  • Clarify that Azure CLI is cross-platform and provide guidance for Linux/macOS users, such as installation steps or environment notes.
  • Consider including examples using Linux-native tools (e.g., curl, jq) for querying the Azure Resource Graph API.
  • Balance tab order or presentation so that PowerShell is not always shown before Linux-friendly options.
  • Mention PowerShell Core's cross-platform support if PowerShell is included, to reduce perception of Windows-only bias.
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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
2026-01-11 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