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 for Azure HDInsight ID Broker demonstrates a Windows bias in several ways. The authentication infrastructure is described as running on a Windows Server VM, with no mention of Linux alternatives or parity. Tool integration examples focus on Visual Studio Code and IntelliJ, which are cross-platform but often associated with Windows environments; there is no mention of Linux-native tools or command-line utilities. The SSH section references Kerberos authentication and the use of local/cloud accounts but does not provide Linux-specific SSH or kinit examples. Throughout, Windows-centric terminology and patterns are used, and Linux equivalents are either missing or not prioritized.
Recommendations
  • Explicitly mention whether the HDInsight ID Broker node can run on Linux, or clarify why Windows Server is required.
  • Provide Linux-specific examples for SSH, kinit, and keytab usage, including troubleshooting steps for common Linux distributions.
  • Include references to Linux-native tools (e.g., command-line utilities, editors like Vim or Emacs) for cluster access and management.
  • Ensure that any PowerShell or Windows-specific instructions are paired with Bash/Linux shell equivalents.
  • Add guidance for configuring and managing clusters from Linux environments, including ARM template deployment from Linux hosts.
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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 Clean Clean
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
2025-09-06 00:00 #103 completed 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