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
windows_tools
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. While most troubleshooting steps and NSG configuration instructions are platform-neutral and focus on Azure portal actions, some sections reference Windows-specific tools or patterns first (e.g., proxy autodetection via Internet Explorer), and proxy configuration paths for Windows are mentioned before Linux equivalents. There is a lack of Linux/macOS-specific troubleshooting examples, such as command-line checks for DNS or network connectivity, and no mention of Linux-native tools (e.g., dig, curl, iptables) for diagnostics. The documentation assumes familiarity with Windows environments and tools, potentially creating friction for Linux users.
Recommendations
  • Provide Linux/macOS-specific troubleshooting steps, such as using dig or nslookup for DNS checks, and curl/wget for connectivity tests.
  • Include examples of configuring NSG and proxy settings using Azure CLI or PowerShell, with explicit Linux/macOS command syntax.
  • Mention Linux-native proxy autodetection mechanisms (e.g., environment variables, GNOME/KDE settings) alongside Windows/IE references.
  • Ensure that file paths and configuration instructions for Linux are presented with equal prominence as Windows equivalents.
  • Add screenshots or terminal output examples from Linux systems where relevant.
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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

Flagged Code Snippets