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
Summary
The documentation exclusively uses the Azure portal UI for all instructions and screenshots, which is most commonly accessed from Windows environments. There is no mention of Linux-specific CLI tools, shell commands, or alternative workflows (such as using Azure CLI, REST API, or Confluent CLI from Linux/macOS). No examples are provided for Linux users, and all steps assume a graphical interface typical of Windows usage.
Recommendations
  • Add equivalent instructions for creating and managing connectors using Azure CLI, which is cross-platform and commonly used on Linux.
  • Include examples of using Confluent CLI or REST API to create connectors, with sample shell commands for Linux/macOS environments.
  • Explicitly mention that the Azure portal can be accessed from any OS and provide screenshots or notes relevant to Linux desktop environments.
  • Where possible, provide parity between GUI and command-line workflows, so Linux users are not required to use the Windows-centric portal UI.
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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 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
2025-09-03 00:00 #100 completed 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 Clean Clean