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, particularly in the application code samples and terminology. The .NET/ASP.NET (Windows-centric) examples are presented first and in greater detail, with explicit references to Windows-specific properties and patterns. There is a lack of Linux shell or OpenSSL command-line examples for certificate management, and the documentation assumes the use of Azure Cloud Shell (which is cross-platform but often defaults to PowerShell). The focus on .NET and Windows-native certificate handling precedes or outweighs coverage of Linux-native approaches.
Recommendations:
  • Add explicit Linux command-line examples (e.g., using bash and OpenSSL) for generating, inspecting, and handling client certificates.
  • Include examples for configuring mutual TLS in popular Linux web servers (such as Nginx and Apache) in addition to .NET/ASP.NET.
  • Clarify that the Azure CLI can be used from any platform, and provide bash/zsh syntax where appropriate.
  • Balance the order of code samples so that Linux-friendly stacks (Node.js, Python, Java) are not always after Windows/.NET examples.
  • Mention Linux-native certificate stores and tools (such as update-ca-certificates, certutil, or OpenSSL) where relevant.
  • Where possible, provide parity in troubleshooting and validation steps for both Windows and Linux environments.
GitHub Create pull request

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