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 page demonstrates a Windows bias by providing only Azure PowerShell examples for resource creation and deployment, referencing Visual Studio (a Windows-centric tool), and omitting any CLI or Linux-native instructions. Steps for creating resources and deploying templates consistently mention the Azure portal and PowerShell, with no mention of Azure CLI or Bash equivalents. The only deployment command shown is in PowerShell, and the extension profile example is for RDP (a Windows protocol), further reinforcing the Windows-centric approach.
Recommendations
  • Add equivalent Azure CLI (az) commands for all resource creation and deployment steps, alongside or before PowerShell examples.
  • Include Linux/Bash shell examples for uploading files to storage and deploying ARM templates.
  • Reference cross-platform tools (such as Azure CLI and VS Code) in addition to or instead of Windows-only tools like Visual Studio.
  • Provide extension profile examples relevant to Linux (e.g., SSH extension) in addition to RDP.
  • Ensure that all instructions and links are platform-neutral or provide parity for Linux/macOS 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
2026-01-12 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 Clean Clean
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