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_tools
windows_example_present
linux_first
Summary
The documentation provides both Linux and Windows VM instructions for connecting to an Apache Kafka cluster across VNets. Linux is presented first in the example commands and steps, with explicit instructions for editing /etc/hosts and using curl. Windows instructions are present but limited to a note about editing the hosts file and a screenshot. No PowerShell or Windows-specific command-line examples are given, and Linux is the default for most steps.
Recommendations
  • Provide explicit Windows command-line examples (e.g., using PowerShell or Command Prompt to test connectivity, such as 'Invoke-WebRequest' or 'curl' on Windows 10+).
  • Include instructions for editing the Windows hosts file (e.g., using Notepad with administrator privileges) and mention required permissions.
  • Clarify any differences in Kafka client usage or troubleshooting steps between Linux and Windows.
  • Ensure parity in screenshots: show both Linux and Windows outputs for key steps (not just the hosts file edit).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-06 00:00 #103 completed 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

Flagged Code Snippets