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
Summary
The documentation page demonstrates a Windows bias by exclusively mentioning Windows-centric tools and patterns, such as the Remote Desktop Gateway (RDP) and referencing Windows Server documentation. There are no examples or mentions of Linux-based remote access (e.g., SSH), nor are Linux administration tools or patterns discussed. Automation examples mention PowerShell first, and there is no parity in examples or guidance for Linux environments.
Recommendations
  • Include Linux-based remote access options (e.g., SSH bastion hosts, Linux jump boxes) alongside or before Windows RDP solutions.
  • Reference Linux documentation and tools (such as OpenSSH, Linux firewall configuration) when discussing connectivity and security.
  • Provide automation examples using Bash scripts and Azure CLI, not just PowerShell.
  • Explicitly mention that DevTest Labs supports both Windows and Linux VMs, and provide Linux-specific considerations where relevant.
  • Balance references to Windows and Linux tools and patterns throughout the documentation to ensure cross-platform parity.
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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