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
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation shows a moderate Windows bias. The only platform-specific examples for accessing the client certificate in application code are for ASP.NET Core and ASP.NET Web Forms, both of which are traditionally Windows-centric frameworks. The initial mention of how to access the client certificate property is for ASP.NET, with Linux/Unix-agnostic stacks (Node.js, Java, Python) following. There are no explicit Linux shell or configuration examples, and the document does not mention Linux-specific tools or patterns for certificate handling. The Azure CLI and Bicep/ARM examples are cross-platform, but the application code samples and the ordering of explanations favor Windows-first technologies.
Recommendations:
  • Add explicit Linux/Unix shell (bash) examples for enabling client certificates using Azure CLI, including usage from a Linux terminal.
  • Include examples for popular Linux web servers (e.g., Nginx, Apache) on how to forward client certificates to the application, especially for self-hosted scenarios.
  • Provide parity in application code samples by including examples for popular Linux-first frameworks (e.g., FastAPI for Python, Spring Boot for Java, Express for Node.js) and clarify any OS-specific differences.
  • Reorder the 'Access the client certificate' section to mention cross-platform approaches (e.g., via HTTP headers) before Windows-specific frameworks.
  • Explicitly state that the Azure CLI and Bicep/ARM approaches are cross-platform and can be used from Linux, macOS, and Windows.
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Scan History

Date Scan ID Status Bias Status
2025-09-15 00:00 #112 completed ✅ Clean
2025-08-15 00:01 #81 in_progress ✅ Clean
2025-08-12 00:00 #78 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ✅ Clean
2025-08-06 00:00 #72 completed ✅ Clean
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ✅ Clean
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ❌ Biased
2025-07-29 00:01 #64 completed ❌ Biased
2025-07-28 00:00 #63 completed ❌ Biased
2025-07-27 00:00 #62 completed ❌ Biased
2025-07-26 00:01 #61 completed ✅ Clean
2025-07-25 00:00 #60 completed ❌ Biased
2025-07-24 00:00 #59 completed ✅ Clean
2025-07-23 00:00 #58 completed ❌ Biased
2025-07-22 00:01 #57 completed ❌ Biased
2025-07-13 21:25 #47 cancelled ❌ Biased
2025-07-13 20:48 #44 cancelled ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets