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 consistently provides both Azure CLI and Azure PowerShell examples for each query, but PowerShell is highlighted as a primary scripting interface alongside CLI. PowerShell is a Windows-centric tool, and its inclusion in every example may suggest a bias toward Windows users. There are no Linux-specific shell examples (e.g., Bash scripts, shell pipelines), nor is there mention of Linux-native tools or patterns. The ordering of examples is Azure CLI first (cross-platform), then PowerShell (Windows-centric), but the lack of Linux-specific scripting examples means Linux parity is not fully addressed.
Recommendations
  • Add Bash shell examples for each query, demonstrating usage in Linux environments.
  • Clarify that Azure CLI is fully supported on Linux and macOS, and provide installation/usage notes for those platforms.
  • Include notes or examples for using the queries in automation scripts on Linux (e.g., with curl, jq, or shell pipelines).
  • Consider referencing cross-platform scripting approaches (e.g., Python, REST API usage) for broader parity.
  • Explicitly mention platform compatibility for each tool, helping users choose the best option for their OS.
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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 Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets