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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for resource queries, but PowerShell is given equal prominence, which may indicate a bias toward Windows users. There are no explicit Linux shell (bash) or native Linux tool examples, and PowerShell is a Windows-centric tool. The documentation does not mention Linux-specific patterns or tools, and does not provide Linux-first or Linux-only instructions, despite the fact that the migration target (Azure Container Apps on Arc-enabled Kubernetes) only supports Linux containers.
Recommendations
  • Add bash shell examples for all CLI commands, demonstrating usage in a native Linux environment.
  • Clarify that Azure CLI is cross-platform and can be used on both Windows and Linux, while PowerShell is primarily a Windows tool.
  • Remove or de-emphasize PowerShell examples unless there is a specific need for Windows users.
  • Explicitly mention Linux prerequisites and patterns, such as using bash scripts for automation.
  • Provide guidance for users migrating from Windows-based workloads to Linux containers, including tips for containerizing Windows applications for Linux.
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-06 00:00 #103 completed Clean Clean