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
missing_linux_example
Summary
The documentation page demonstrates a Windows-first bias by referencing .NET and C# code exclusively for all code examples, and by mentioning Windows-centric tools (such as DnsClient.NET) without Linux or cross-platform alternatives. There are no PowerShell-specific examples, but the lack of Linux or open-source tool examples (e.g., dig, nslookup, or Linux SDKs) and the absence of code samples in languages commonly used on Linux (such as Python or Java) indicate a lack of Linux parity.
Recommendations
  • Provide equivalent code samples in cross-platform languages such as Python, Java, or Node.js, especially for event processing and DNS queries.
  • When referencing DNS client libraries, mention and provide examples for Linux-friendly tools (e.g., dig, nslookup) and libraries (e.g., dnspython for Python, or Java DNS libraries).
  • Explicitly state that the guidance and code samples are cross-platform where applicable, and note any platform-specific limitations.
  • Include instructions or references for setting up and running the provided samples on Linux environments.
  • Balance the documentation by alternating or combining Windows and Linux examples, ensuring both audiences are equally served.
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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
2026-01-11 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets