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 demonstrates a moderate Windows bias. It provides detailed C#/.NET (ASP.NET Core and Web Forms) code samples first and in greater depth compared to other languages. The .NET samples are inherently Windows-centric, and the use of terms and patterns like 'HttpRequest.ClientCertificate' and 'System.Web' are specific to Windows/IIS environments. There is no mention of Linux-specific tools or command-line patterns (e.g., bash, OpenSSL, curl), and the documentation does not provide Linux shell or configuration examples for mutual TLS setup. The Azure CLI and Bicep/ARM examples are cross-platform, but the lack of Linux-focused troubleshooting, validation, or deployment steps (such as using OpenSSL to test mutual TLS) further highlights the bias.
Recommendations:
  • Add Linux-specific examples for validating mutual TLS, such as using OpenSSL or curl to test client certificate authentication.
  • Provide equivalent shell (bash) commands for enabling client certificates and configuring exclusion paths, in addition to Azure CLI.
  • Include troubleshooting steps or validation techniques that are common in Linux environments (e.g., using tcpdump, OpenSSL s_client).
  • Balance the order of language samples, perhaps starting with a cross-platform language (like Node.js or Python) before Windows-centric .NET.
  • Explicitly mention that the code samples are cross-platform where applicable, and clarify any Windows-only limitations.
  • Reference Linux tools and patterns (such as /etc/ssl, certificate stores, or environment variables) where relevant.
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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