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
windows_first
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. It prioritizes .NET/ASP.NET (Windows-centric) examples, uses Windows-specific terminology (such as 'App Service' and 'X-ARR-ClientCert'), and provides detailed C#/.NET code samples before other languages. There is no explicit mention or example of using Linux-native tools (such as OpenSSL or curl) for certificate handling, nor are there shell or Bash command-line examples. The overall structure and sample order suggest a Windows-first approach, with Linux parity present but not foregrounded.
Recommendations
  • Add Linux/Bash command-line examples for enabling client certificates (e.g., using Azure CLI from Bash, not just Cloud Shell).
  • Include OpenSSL-based examples for certificate inspection and validation, especially in the 'Access the client certificate' section.
  • Provide parity in code sample ordering: alternate or rotate the order of language samples so that Linux-first stacks (Node.js, Python, Java) are not always after .NET.
  • Explicitly mention Linux-native tools and patterns where relevant (e.g., using curl with client certificates for testing mutual TLS).
  • Clarify that the Azure CLI and Bicep/ARM templates are cross-platform, and provide example shell environments for both Windows and Linux.
  • Consider adding a troubleshooting section for common Linux client issues (e.g., curl or wget certificate errors).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-08-15 00:01 #81 cancelled Clean Clean
2025-08-12 00:00 #78 cancelled Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Clean Clean
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Biased Biased
2025-07-29 00:01 #64 completed Biased Biased
2025-07-28 00:00 #63 completed Biased Biased
2025-07-27 00:00 #62 completed Biased Biased
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Biased Biased
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Biased Biased
2025-07-22 00:01 #57 completed Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets