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
powershell_heavy
windows_authentication
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. Windows-specific tools (SSMS, SQL Server Data Tools, SQL Server Profiler, SQL Server PowerShell) are listed prominently in the 'Tools' section, with no mention of Linux-native alternatives or cross-platform equivalents. PowerShell scripting support is highlighted in the manageability features, and Windows Authentication is listed as a supported security feature, while Linux authentication mechanisms are not discussed. The overall tooling and examples focus on traditional Windows-centric patterns and utilities, with little to no reference to Linux or open-source alternatives.
Recommendations
  • Include examples and references for Linux-native tools (e.g., sqlcmd, Azure Data Studio on Linux, or other CLI utilities).
  • Mention and provide guidance for authentication mechanisms commonly used on Linux (e.g., Kerberos, certificate-based, or local accounts).
  • Add parity for scripting support by referencing Bash, shell scripting, or Python-based automation alongside PowerShell.
  • Clarify cross-platform compatibility for each tool, indicating which are available on Linux/macOS and how to install/use them.
  • Provide links or documentation for managing SQL Managed Instance enabled by Azure Arc from Linux environments.
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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 Biased Biased
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