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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows bias by primarily using Windows 11 Pro as the default VM image, providing only PowerShell commands for enabling ICMP, and omitting equivalent instructions for Linux-based VMs. The firewall configuration and command-line examples are exclusively for Windows, with no Linux alternatives or mention of Linux-specific tools or commands.
Recommendations
  • Include parallel Linux examples for enabling ICMP (e.g., using ufw or firewalld commands).
  • When suggesting a default VM image, mention both Windows and popular Linux distributions (e.g., Ubuntu, CentOS) and provide guidance for both.
  • Provide both PowerShell (Windows) and Bash (Linux) command-line instructions where relevant.
  • Explicitly state that the steps apply to both Windows and Linux, and highlight any differences in configuration or tooling.
  • In sections about remote access (RDP/SSH), provide equal detail for both protocols, including how to connect from Linux clients.
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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