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 provides troubleshooting steps for Apache Ambari heartbeat issues in Azure HDInsight. While most examples use Linux-style commands (bash, service, ps, top), the section on disabling Azure Monitor logging only references the Windows PowerShell cmdlet (Disable-AzHDInsightMonitoring) and does not mention an equivalent Linux/CLI method. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer bash/CLI tools.
Recommendations
  • Include Azure CLI or REST API equivalents for disabling Azure Monitor logging, alongside the PowerShell cmdlet.
  • Explicitly state whether the PowerShell cmdlet is available cross-platform, or provide instructions for Linux/macOS users.
  • Present cross-platform solutions in parallel, or list Linux/CLI methods first if the majority of users are on Linux.
  • Add notes clarifying platform-specific steps and alternatives.
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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