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 demonstrates a moderate Windows bias by referencing PowerShell cmdlets (Disable-AzHDInsightMonitoring) for disabling Azure Monitor logging, without providing an equivalent Bash, Linux CLI, or REST API example. Windows-specific tooling is mentioned exclusively in the logging section, and the PowerShell solution is presented first and solely. However, the majority of troubleshooting steps use Linux-native commands (ps, top, service, kill), which are suitable for Linux/macOS users.
Recommendations
  • Provide equivalent Linux/Bash/CLI or REST API instructions for disabling Azure Monitor logging, alongside the PowerShell example.
  • Clarify whether the PowerShell cmdlet must be run from a Windows machine or if cross-platform alternatives exist.
  • When mentioning Windows-specific tools, always offer Linux/macOS alternatives in parallel.
  • Consider listing Linux-native solutions first when the cluster nodes are Linux-based, as is typical for HDInsight.
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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