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
windows_tools
Summary
The documentation page demonstrates a Windows/Azure bias by exclusively referencing Azure-specific tools (Bastion, VPN Gateway, Network Security Groups, DNS Private Resolver) and providing example steps that assume use of the Azure portal, which is most commonly used in Windows environments. There are no examples or guidance for Linux-specific tools, CLI usage, or cross-platform command-line approaches. No mention is made of SSH, Linux firewall tools, or Linux-native networking patterns.
Recommendations
  • Include Linux-specific examples, such as using SSH to connect to VMs without public IPs, and configuring network access via Linux command-line tools.
  • Provide CLI-based instructions (e.g., Azure CLI, PowerShell, Bash) for provisioning and accessing VMs, highlighting cross-platform compatibility.
  • Mention Linux firewall tools (e.g., iptables, firewalld, ufw) and how they interact with Azure Network Security Groups.
  • Add guidance for configuring DNS and VPN access from Linux environments, including relevant commands and troubleshooting steps.
  • Balance references to Azure portal with equivalent steps for users on Linux or macOS systems.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased