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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows-related FQDNs (e.g., login.windows.net, login.microsoftonline.com), referencing WindowsUpdate and Windows login activity, and omitting explicit Linux or cross-platform command-line examples. While there is a mention of Ubuntu security updates, the overall focus is on Windows-centric services and patterns, with no PowerShell or CLI scripts provided for either platform.
Recommendations:
  • Provide explicit examples for both Windows and Linux environments, such as Azure CLI and Bash commands for configuring firewall rules and route tables.
  • Balance FQDN examples by including Linux-specific dependencies (e.g., package repositories, Linux authentication endpoints) alongside Windows equivalents.
  • Clarify that the steps apply equally to clusters running on Linux-based HDInsight nodes, and highlight any OS-specific considerations.
  • Include screenshots or instructions from both the Azure portal and command-line tools (Azure CLI, PowerShell, Bash) to ensure parity.
  • Review and update terminology to avoid Windows-centric language (e.g., 'Windows login activity') when the process is generic or applies to both platforms.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-09-07 00:00 #104 completed ✅ Clean
2025-09-06 00:00 #103 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets