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 demonstrates a Windows bias by referencing Windows authentication as a primary authentication method, providing examples and instructions that assume a Windows environment (such as domain\username format), and exclusively mentioning Windows-specific tools and configuration steps (e.g., SQL Server Management Studio, SQL Server Configuration Manager, Windows Firewall) in troubleshooting. There are no Linux equivalents or cross-platform instructions provided, and Linux authentication scenarios are not discussed.
Recommendations
  • Add explicit mention and examples for Linux-based authentication scenarios (e.g., using SQL authentication from Linux hosts, Kerberos/Active Directory integration on Linux).
  • Include troubleshooting steps and tools relevant to Linux environments, such as how to configure network access, firewalls (iptables, firewalld, ufw), and connectivity testing from Linux machines.
  • When referencing tools like SQL Server Management Studio or Configuration Manager, also mention cross-platform alternatives (e.g., Azure Data Studio, sqlcmd) and provide equivalent instructions.
  • Avoid assuming the use of Windows domain accounts in examples; provide generic or Linux-compatible examples where possible.
  • Clarify any platform-specific limitations or requirements, and provide guidance for both Windows and Linux users.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

{
    "name": "AmazonSqlLinkedService",
    "properties": {
        "type": "AmazonRdsForSqlServer",
        "typeProperties": {
            "server": "<name or network address of the SQL server instance>",
            "database": "<database name>",
            "encrypt": "<encrypt>",
            "trustServerCertificate": false,
            "authenticationType": "Windows",
            "userName": "<domain\\username>",
            "password": {
                "type": "SecureString",
                "value": "<password>"
            }
        },
        "connectVia": {
            "referenceName": "<name of Integration Runtime>",
            "type": "IntegrationRuntimeReference"
        }
    }
}