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
windows_tools
Summary
The documentation demonstrates a strong bias toward Windows and PowerShell environments. All command-line examples for creating and managing connections use PowerShell cmdlets, with no equivalent CLI or Bash/Linux shell examples. The documentation refers to 'Windows PowerShell' explicitly and does not mention cross-platform alternatives like Azure CLI or REST API for Linux/macOS users. The internal cmdlets and graphical runbook sections also assume a Windows-centric workflow. While Python examples are provided, they are specific to Azure Automation runbooks and do not address general Linux shell usage.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlet operations (e.g., creating, retrieving, and deleting connections).
  • Include Bash/Linux shell examples where applicable, especially for connection management tasks.
  • When introducing tools or workflows, mention cross-platform options (e.g., Azure CLI, REST API) alongside or before Windows/PowerShell tools.
  • Avoid using 'Windows PowerShell' as the default term; use 'PowerShell' and clarify when examples are cross-platform.
  • Provide explicit guidance for Linux/macOS users on how to perform the same tasks, including any platform-specific prerequisites or differences.
  • Ensure that all code tabs or sections (PowerShell, CLI, Python) are equally represented and easy to find.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets