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
windows_tools
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. Windows-based tools (SSMS, ADS) are mentioned and visually highlighted, while Linux/Mac OS connection instructions are limited to command-line sqlcmd and kinit. The Windows connection example appears before the Linux/Mac OS section, and graphical connection steps are not provided for Linux clients. There is no mention of Linux-native graphical tools or parity in screenshots/examples.
Recommendations
  • Include graphical connection instructions and screenshots for Azure Data Studio on Linux/Mac OS.
  • Mention and provide examples for Linux-native SQL clients (e.g., DBeaver, SquirrelSQL) where appropriate.
  • Present Linux/Mac OS connection examples before or alongside Windows examples to avoid ordering bias.
  • Clarify tool availability across platforms (e.g., Azure Data Studio is cross-platform, SSMS is Windows-only).
  • Add troubleshooting tips specific to Linux environments (e.g., Kerberos configuration, DNS setup).
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
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