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
windows_first
powershell_heavy
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal for each query. While Azure CLI is cross-platform, Azure PowerShell is primarily associated with Windows and is listed as a main example for each scenario. There are no Linux-specific shell (e.g., Bash) or scripting examples, nor is there mention of Linux-native tools or patterns. The documentation does not explicitly favor Windows-only tools, but the presence of PowerShell as a primary example and the lack of Linux shell examples indicate a subtle Windows bias.
Recommendations
  • Add explicit Bash or shell script examples for each query to demonstrate Linux parity.
  • Clarify that Azure CLI commands work identically on Linux, macOS, and Windows, and highlight any OS-specific considerations.
  • Consider including notes or examples for using the queries in Linux automation contexts (e.g., cron jobs, shell pipelines).
  • If PowerShell is shown, also show equivalent Bash or shell scripting usage for cross-platform audiences.
  • Mention any differences in agent installation, query output, or extension management between Windows and Linux Arc-enabled servers, if applicable.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets