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 in several ways: all VM creation examples use Windows images, all testing instructions and output are based on Windows PowerShell, and only Windows firewall configuration is shown. There are no Linux VM creation examples, nor instructions for configuring Linux firewalls or testing DNS resolution from Linux VMs. Windows tools and patterns (PowerShell, Windows firewall, Windows-centric output) are used exclusively for post-deployment steps.
Recommendations
  • Include Linux VM creation examples using a popular image (e.g., Ubuntu) alongside Windows examples.
  • Provide instructions for configuring Linux firewalls to allow ICMP (e.g., using ufw or iptables).
  • Show how to test DNS resolution from a Linux VM (e.g., using ping, nslookup, or dig) and provide sample output.
  • Present both Windows and Linux steps in parallel, or clearly indicate which instructions apply to which OS.
  • Avoid assuming users are only deploying Windows workloads; mention cross-platform applicability in the introduction.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets