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 mostly Linux/Unix-style command examples for troubleshooting Ambari heartbeat issues, but when it comes to disabling Azure Monitor logging, it only references the PowerShell cmdlet (Disable-AzHDInsightMonitoring) without mentioning an equivalent Azure CLI or REST API method. This introduces a Windows/PowerShell bias, as it assumes users have access to or prefer PowerShell, which is more common on Windows platforms. There is also no mention of how to perform this step on Linux or via cross-platform tools.
Recommendations
  • Include Azure CLI and/or REST API examples for disabling Azure Monitor logging, not just the PowerShell cmdlet.
  • Clarify that the PowerShell cmdlet can be run on any platform with PowerShell Core, or provide guidance for Linux users.
  • Wherever possible, provide both Windows/PowerShell and Linux/CLI examples for administrative tasks.
  • Add a note about platform compatibility for all commands, especially those that are platform-specific.
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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