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
powershell_heavy
windows_tools
windows_authentication
windows_first
Summary
The documentation page demonstrates moderate Windows bias. Windows-specific tools (SSMS, SSDT, SQL Server Profiler, SQL Server PowerShell) are listed prominently, and PowerShell scripting is called out as a manageability feature. Windows Authentication is explicitly listed as a supported security feature, while Linux/macOS equivalents (e.g., Kerberos, local authentication) are not mentioned. There are no Linux/macOS-specific management tools or examples, and Windows-centric patterns (PowerShell, SSMS) are referenced before cross-platform alternatives like Azure Data Studio.
Recommendations
  • Add explicit mention and examples of Linux/macOS management workflows, such as using Azure Data Studio, Azure CLI, or REST APIs.
  • Clarify authentication options for non-Windows environments (e.g., Kerberos, certificate-based, or local authentication).
  • Include Linux/macOS equivalents for PowerShell scripting, such as Bash scripts or cross-platform automation tools.
  • Reorder tool lists to present cross-platform options (Azure Data Studio, Azure CLI) before Windows-only tools.
  • Note any limitations or differences for Linux/macOS users in relevant sections.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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