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 exhibits a mild Windows bias. Windows-related FQDNs and services (e.g., WindowsUpdate, login.windows.net, login.microsoftonline.com) are listed before Linux equivalents. There is a lack of explicit Linux-focused examples or guidance, and no mention of Linux-specific tools or patterns. While Ubuntu update endpoints are included, the overall framing and examples prioritize Windows services and tools, with no parity in Linux-specific configuration or troubleshooting steps.
Recommendations:
  • Provide explicit Linux-focused examples, such as referencing Linux package update endpoints (e.g., security.ubuntu.com, mirrors for other distributions) alongside WindowsUpdate.
  • List Linux and Windows dependencies together, or alternate their order to avoid always placing Windows first.
  • Include troubleshooting or configuration steps relevant to Linux users, such as using SSH from Linux/macOS terminals, or configuring iptables/firewalld if relevant.
  • Mention Linux authentication endpoints or scenarios, if applicable, alongside Windows login endpoints.
  • Clarify that the guidance applies equally to both Windows and Linux-based HDInsight clusters, and call out any differences in requirements.
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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