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_first
windows_tools
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for enabling Azure Monitor logs on HDInsight clusters. However, PowerShell instructions are consistently presented before CLI examples, and PowerShell is a Windows-centric tool. There is frequent mention of the Az PowerShell module, and no Linux shell-specific examples (e.g., Bash scripts, native Linux tools) are provided beyond Azure CLI. The portal instructions also implicitly assume a graphical interface, which is more common on Windows. There are no explicit Linux command-line or automation examples outside of Azure CLI, and no mention of Linux-specific patterns for cluster management or monitoring.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI first to better reflect cross-platform usage.
  • Explicitly mention that Azure CLI works natively on Linux/macOS and provide Bash-specific usage notes where relevant.
  • Add Linux-native command examples for cluster management tasks where possible (e.g., using SSH, Bash scripts, or Linux utilities for agent/version checks).
  • Clarify that the Azure portal is accessible from any OS/browser, and provide guidance for headless or non-GUI environments.
  • Where PowerShell is referenced, note that it is available on Linux/macOS, but CLI is often preferred for cross-platform automation.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets