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_first
Summary
The documentation page provides troubleshooting steps for Apache Ambari heartbeat issues in Azure HDInsight. While most examples use Linux commands, the only explicit tooling mentioned for disabling Azure Monitor logging is a PowerShell cmdlet (Disable-AzHDInsightMonitoring), with no equivalent Bash or Linux CLI example. This suggests a bias towards Windows tooling and PowerShell, and may confuse Linux users who expect parity or alternatives.
Recommendations
  • Provide equivalent Bash/Azure CLI commands for disabling Azure Monitor logging, alongside the PowerShell example.
  • Clarify whether the PowerShell cmdlet is required or if Linux users can use portal or CLI alternatives.
  • Add explicit notes or links for Linux users on how to perform the same actions without PowerShell.
  • Ensure that troubleshooting steps are presented in a cross-platform manner, with both Windows and Linux options where applicable.
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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