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 strong Windows bias. All command-line examples use Azure PowerShell, with no mention of Azure CLI or Bash. References to deployment steps and resource creation consistently list Azure PowerShell and the Azure portal, omitting Linux-friendly alternatives. The extension profile example focuses on the RDP extension (Windows-specific), and the publisher is 'Microsoft.Windows.Azure.Extensions'. Visual Studio is mentioned as a deployment tool, which is primarily a Windows application. There are no Linux or cross-platform command-line examples, nor is Azure CLI referenced.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line steps, including resource group, storage account, and deployment commands.
  • Mention Bash and cross-platform scripting options where appropriate.
  • Include Linux-friendly tools and patterns, such as VS Code or GitHub Actions, for deployment automation.
  • Provide parity in extension examples, such as SSH extensions for Linux, not just RDP for Windows.
  • List Azure CLI and portal options before or alongside PowerShell to avoid Windows-first ordering.
  • Explicitly state that all steps can be performed on Linux, macOS, or Windows, and link to relevant cross-platform documentation.
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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