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_tools
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation page demonstrates a Windows bias in several ways: remote desktop gateway (a Windows-centric solution) is mentioned as the primary method for remote access, with no mention of Linux alternatives (such as SSH or Linux jump hosts). PowerShell is listed first among automation tools, and there are no Linux-specific examples or references to Linux-native tools for VM management or connectivity. The documentation assumes RDP as the default remote access protocol, which is primarily used for Windows VMs.
Recommendations
  • Include examples and guidance for Linux VM management, such as SSH access and Linux-based jump hosts.
  • Mention Linux-native automation tools (e.g., Bash scripts, Ansible) alongside PowerShell and Azure CLI.
  • Provide parity in remote access solutions, such as describing how to set up SSH gateways or bastion hosts for Linux VMs.
  • When discussing automation, alternate or balance examples between PowerShell and Bash/Azure CLI.
  • Explicitly state that DevTest Labs supports both Windows and Linux VMs, and link to documentation for Linux-specific scenarios.
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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
2025-08-26 00:00 #92 cancelled Clean Clean
2025-07-26 00:01 #61 completed 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