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
missing_linux_example
windows_first
Summary
The documentation page provides a detailed PowerShell script for certificate management and cluster updates, but does not offer equivalent Linux/bash examples or alternatives. The use of PowerShell and Windows-centric tools is exclusive, with no mention of how to perform these operations on Linux systems, which are common for HDInsight clusters. This creates a bias toward Windows users and may hinder Linux users from following the troubleshooting steps.
Recommendations
  • Provide bash or Azure CLI equivalents for all PowerShell commands, especially for certificate creation, management, and cluster updates.
  • Include explicit instructions for Linux users on how to generate certificates and interact with Azure resources.
  • Mention cross-platform tools (e.g., Azure CLI, REST API) before or alongside PowerShell, to ensure parity.
  • Add notes clarifying which steps are platform-specific and offer alternatives for non-Windows environments.
  • Ensure all troubleshooting steps can be performed on both Windows and Linux systems, or clearly state any limitations.
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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