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 operational examples use Linux commands (ps, top, service), the only explicit scripting/tooling example for disabling Azure Monitor logging is given as a PowerShell cmdlet (Disable-AzHDInsightMonitoring), with no Bash/CLI/Linux-native equivalent. This prioritizes Windows tooling and assumes user familiarity with PowerShell, which may not be the case for Linux-focused users. There is also no mention of how to perform the same action using Azure CLI or REST API, which are cross-platform.
Recommendations
  • Provide equivalent Azure CLI and/or Bash examples for disabling Azure Monitor logging, such as using 'az hdinsight monitor disable' or REST API calls.
  • Mention both PowerShell and CLI options side by side, or default to CLI first for cross-platform parity.
  • Clarify that the PowerShell cmdlet is one option and link to documentation for other platforms.
  • Audit other troubleshooting steps to ensure all administrative actions can be performed from Linux environments, not just Windows/PowerShell.
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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