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 page exhibits a notable Windows bias. Windows authentication is described in detail and given equal prominence to SQL authentication, despite being unsupported in data flows and less relevant for Linux environments. Troubleshooting and configuration instructions are exclusively Windows-centric, referencing Windows-only tools (SQL Server Management Studio, SQL Server Configuration Manager, Windows Firewall) and providing no Linux/macOS equivalents or guidance. All screenshots and step-by-step instructions assume a Windows environment. There are no examples or instructions for connecting to SQL Server from Linux or macOS, nor any mention of Linux authentication patterns (e.g., Kerberos, integrated security via GSSAPI).
Recommendations
  • Add equivalent instructions for configuring SQL Server remote access and network protocols on Linux (e.g., using sqlservr.conf, systemctl, firewalld/iptables).
  • Include troubleshooting steps for Linux-based SQL Server installations, such as verifying TCP/IP settings and opening firewall ports.
  • Clarify that Windows authentication is not available on Linux/macOS and provide alternative authentication guidance for those platforms.
  • Add examples or references for connecting to SQL Server from Linux/macOS clients (e.g., using sqlcmd, Azure Data Studio, or ODBC with Kerberos).
  • Balance screenshots and UI walkthroughs with cross-platform tools where possible, or note platform limitations.
  • Explicitly state platform requirements and limitations for features that are Windows-only.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets