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_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by primarily referencing Windows-centric tools (SQL Server Management Studio, Azure Data Studio) and patterns. While it mentions connecting via sqlcmd on Linux or Windows, the examples and tool recommendations are Windows-first, and there are no Linux-specific client examples (e.g., DBeaver, SquirrelSQL, or command-line tools like isql). The instructions for network configuration focus on Azure CLI and NSG, which are cross-platform, but the client connection guidance lacks parity for Linux users.
Recommendations
  • Include explicit examples of connecting from popular Linux SQL clients (e.g., DBeaver, SquirrelSQL, isql).
  • Provide step-by-step instructions for Linux environments, such as using native Linux command-line tools and GUI clients.
  • List Linux tools alongside Windows tools when suggesting SQL client options, rather than mentioning Windows tools first.
  • Clarify any OS-specific requirements or differences in connection steps.
  • Add screenshots or terminal output examples from Linux environments to improve parity.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets