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
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates Windows bias by exclusively using a Windows VM template for the example, referencing RDP (a Windows-specific protocol) for verification, and omitting any Linux VM template or SSH instructions. The deployment example is based on a Windows VM, and there is no mention of Linux equivalents or parity in the walkthrough. While both PowerShell and Bash/CLI deployment options are shown, the resource being deployed is Windows-only, and post-deployment verification is Windows-centric.
Recommendations
  • Include a parallel example using a Linux VM template, such as 'Deploy a simple Linux VM', and provide the relevant template URL.
  • Add instructions for verifying Linux VM deployment, such as using SSH to connect to the VM, alongside the RDP instructions for Windows.
  • Mention both Windows and Linux VM options in the 'Open a Quickstart template' section, allowing users to choose based on their needs.
  • Ensure post-deployment steps cover both RDP (Windows) and SSH (Linux) scenarios.
  • Consider referencing cross-platform tools and patterns equally, and avoid defaulting to Windows-centric resources.
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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

Flagged Code Snippets