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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively using Windows Server images for virtual machines, referencing Remote Desktop for connectivity, and providing only PowerShell-based test commands. There are no Linux VM deployment examples, no SSH or Linux command-line test instructions, and no mention of Linux tools or workflows. Windows-centric patterns (RDP, PowerShell, Windows VM images) are presented as the default or only option.
Recommendations
  • Add parallel examples for deploying Linux VMs (e.g., using Ubuntu or CentOS images) alongside Windows VM instructions.
  • Include SSH-based connectivity instructions for Linux VMs, in addition to Remote Desktop for Windows.
  • Provide Linux shell commands (e.g., dig, curl, wget) for testing DNS and HTTP connectivity through the firewall.
  • Mention Linux tools and workflows where relevant, and clarify that the Azure CLI works cross-platform.
  • Consider reordering or balancing examples so that Linux and Windows approaches are presented with equal prominence.
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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