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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. The example lab creation uses a Windows 11 image exclusively, with no mention of Linux VM images or configuration. The 'connectionProfile' enables RDP (Remote Desktop Protocol, Windows-centric) and disables SSH (Linux/macOS-centric) access. The 'Next steps' section references Azure PowerShell and Az.LabServices cmdlets, both Windows-first tools, without mentioning Azure CLI or Bash alternatives. No Linux/macOS VM creation or management examples are provided.
Recommendations
  • Include examples for creating labs with Linux VM images (e.g., Ubuntu, CentOS) alongside the Windows example.
  • Show how to configure SSH access in the 'connectionProfile' for Linux/macOS users.
  • Mention Azure CLI and Bash scripting as alternatives to PowerShell for cross-platform management.
  • In 'Next steps', add links to Azure CLI documentation and Linux/macOS-specific guidance.
  • When listing VM images, demonstrate how to enumerate and select both Windows and Linux options.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets