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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation demonstrates a strong Windows bias, particularly in the VM configuration and testing sections. All example scripts and instructions use PowerShell and reference Windows VMs (e.g., 'win-vm-2', 'win-vm-3'), with no mention of Linux VMs or equivalent Bash/SSH commands. The guidance for configuring and testing the environment is exclusively Windows-centric, and Windows tools (PowerShell, RDP) are referenced without Linux alternatives. This limits accessibility for users deploying Linux-based environments or preferring cross-platform solutions.
Recommendations
  • Provide equivalent Linux VM setup instructions, including Bash scripts and SSH usage.
  • Include examples for configuring and testing DNAT functionality from Linux clients (e.g., using curl, netcat, or ssh).
  • Reference both Windows and Linux VM images in deployment steps, or clarify how to adapt the ARM template for Linux.
  • Offer troubleshooting and monitoring guidance for Linux environments (e.g., using syslog, journalctl, or Linux firewall logs).
  • Ensure parity in documentation by presenting Windows and Linux examples side-by-side where possible.
GitHub Create Pull Request

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

Flagged Code Snippets