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 a Windows bias by focusing exclusively on Windows Server 2019 virtual machines for RDP access, referencing Remote Desktop Connection (a Windows tool), and omitting Linux VM deployment or SSH connectivity examples. The cleanup instructions use only Azure PowerShell, with no Bash or CLI alternatives. While Azure CLI is mentioned for deployment, the overall workflow and validation steps are tailored to Windows environments.
Recommendations
  • Include examples for deploying and connecting to Linux virtual machines (e.g., SSH access).
  • Mention and demonstrate Linux/macOS tools for remote access, such as SSH clients.
  • Provide cleanup instructions using Azure CLI (az group delete) alongside PowerShell.
  • Clarify that the Bicep template can be used for both Windows and Linux VMs, or provide a Linux-focused template variant.
  • Add notes or sections for macOS/Linux users, especially for validation and connection steps.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets