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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows tools (SSMS, ADS) are mentioned and visually highlighted, while Linux/Mac instructions are less detailed and lack graphical examples. The narrative and examples often mention Windows first or exclusively, and do not provide parity in tooling or troubleshooting for Linux users. There is no mention of Linux-specific SQL client alternatives or troubleshooting steps, and the documentation assumes familiarity with Windows-centric patterns.
Recommendations
  • Provide graphical walkthroughs or screenshots for Linux/Mac clients using Azure Data Studio or alternative tools.
  • Include troubleshooting steps and environment setup for Linux/Mac, such as Kerberos configuration and common issues.
  • Mention and provide examples for Linux-native SQL clients (e.g., DBeaver, SquirrelSQL) alongside sqlcmd.
  • Ensure that Linux/Mac instructions are as detailed and prominent as Windows instructions, including step-by-step connection guides.
  • Avoid listing Windows tools and examples before Linux equivalents; present both platforms in parallel where possible.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
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