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
powershell_heavy
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-based authentication mechanisms (e.g., Windows Authentication, Kerberos, ADFS), referencing Windows-specific tools (e.g., Windows Server certificate service, MakeCert.exe, MSMQ), and providing configuration/code examples that are either Windows-centric or lack Linux/Unix equivalents. There is a notable absence of Linux-specific authentication guidance, tools, or example configurations, especially in areas like SQL Server authentication, certificate management, and WCF/MSMQ integration.
Recommendations
  • For every Windows-specific authentication mechanism or tool mentioned (e.g., Windows Authentication, Kerberos, MakeCert.exe), provide Linux/Unix alternatives (e.g., GSSAPI, OpenSSL, MIT Kerberos, Linux certificate authorities).
  • Include Linux-focused examples for SQL Server authentication (e.g., using Kerberos from Linux clients, configuring SQL authentication on Linux).
  • When discussing certificate management, reference cross-platform tools like OpenSSL and explain how to generate and manage certificates on Linux.
  • For messaging and queueing (e.g., MSMQ), mention cross-platform alternatives (e.g., RabbitMQ, Apache Kafka) and provide authentication guidance for those.
  • Balance the order of presentation: do not always list Windows-based mechanisms first; alternate or group by platform.
  • Where code/configuration examples are given (e.g., WCF, MSMQ), either provide Linux/Mono equivalents or clarify platform limitations.
  • Explicitly state platform support and differences for each authentication method, especially where Windows-only features are discussed.
  • Reference Linux/Unix documentation and official guides alongside Microsoft/Windows references.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

<bindings>
    <netMsmqBinding>
        <binding>
            <security>
                <transport msmqAuthenticationMode=""None"" />
            </security>
        </binding>
    </netMsmqBinding>
</bindings>
<bindings>
    <netMsmqBinding>
        <binding>
            <security>
                <transport msmqAuthenticationMode=""Certificate"" />
            </security>
        </binding>
    </netMsmqBinding>
</bindings>