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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples and tooling are presented alongside Azure CLI, but PowerShell is often given equal or greater prominence, and Windows-centric tools (e.g., Azure PowerShell, ARMClient in PowerShell context) are used for deployment and management tasks. Script deployment instructions are provided only for Azure PowerShell, with no Linux-native shell or cross-platform alternatives (e.g., Bash, Bash+az CLI, or Linux scripting). There is no explicit example of deploying Bicep files using Bash or Linux-native commands, and PowerShell is referenced for authentication and management tasks before CLI equivalents. The documentation does not provide parity for Linux-first or cross-platform workflows.
Recommendations
  • Add explicit Bash/Linux shell examples for deploying Bicep files, using az CLI commands (e.g., az group create, az deployment group create).
  • Present CLI and PowerShell examples in parallel, rather than PowerShell-first or exclusively.
  • Include instructions for script deployment and management using Linux-native tools and workflows.
  • Reference cross-platform tools and patterns before or alongside Windows-specific ones.
  • Clarify that both Azure CLI and PowerShell are supported and provide guidance for users on both platforms.
  • Where ARMClient is referenced, provide CLI usage examples or alternatives.
  • Ensure that all code samples and management instructions are available for both Windows and Linux environments.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets