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 page demonstrates a bias toward Windows environments by exclusively providing Azure PowerShell examples for deploying and cleaning up resources. There are no examples using Azure CLI (which is cross-platform and preferred on Linux/macOS), nor are Linux-specific instructions or shell commands provided. The deployment workflow and screenshots focus on PowerShell and the Azure portal, both of which are more familiar to Windows users. Although the page briefly mentions that Azure CLI and REST API can be used, it does not provide any concrete examples or guidance for those methods.
Recommendations
  • Add Azure CLI examples for template deployment and resource cleanup, alongside PowerShell examples.
  • Explicitly mention that Azure CLI works on Linux/macOS and provide bash shell command blocks.
  • Include screenshots or instructions for using Azure CLI in Cloud Shell (which supports both Bash and PowerShell).
  • Present deployment options in a neutral order (e.g., CLI, PowerShell, Portal, REST API) rather than leading with PowerShell.
  • Where possible, clarify cross-platform compatibility and provide parity in examples for both Windows and Linux users.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets