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 page exhibits a Windows bias in several ways. PowerShell is the only scripting example provided for configuring UDRs, with no mention of Azure CLI, Bash, or Linux-native tools. The NSG section references Windows firewall rules and RDP (port 3389) for troubleshooting, which are Windows-specific concepts. There are no Linux-specific instructions or examples for network configuration, nor is there guidance for users who may be managing Azure resources from Linux or macOS environments. The related content and guidance consistently prioritize Windows-centric tools and patterns, such as Azure PowerShell and Windows firewall, without offering Linux alternatives.
Recommendations
  • Provide Azure CLI and Bash examples alongside PowerShell scripts for all configuration steps, especially for UDR and NSG setup.
  • Include instructions or notes for users managing Azure resources from Linux or macOS, such as using Azure CLI or REST API.
  • When referencing firewall rules, clarify how equivalent configurations can be made on Linux (e.g., using iptables, firewalld, or ufw).
  • Add troubleshooting guidance for Linux-based environments, such as SSH access instead of RDP.
  • Ensure that all sections mentioning Windows tools or patterns also mention Linux equivalents, or explicitly state when a step is Windows-only.
  • Review related content links to ensure parity between Windows and Linux documentation.
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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