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
⚠️ missing_linux_example
Summary:
The documentation focuses exclusively on Azure-native and cross-platform tools but does not provide any OS-specific examples. However, it implicitly exhibits a 'windows_first' bias by only mentioning Microsoft-centric tools (Azure Pipelines, Visual Studio Code, dotnet-apim) and omits explicit Linux or non-Microsoft CI/CD tools and workflows. There are no CLI or shell command examples, but the absence of Linux-specific tools, editors, or pipelines (e.g., GitLab CI, Jenkins, or Linux shell usage) and the exclusive mention of Visual Studio Code and .NET tools suggest a lack of Linux parity.
Recommendations:
  • Include examples of using popular Linux-based CI/CD tools such as Jenkins, GitLab CI, or Travis CI for API deployment.
  • Mention and provide examples of using Linux-native editors (e.g., Vim, Emacs, or JetBrains IDEs) for API definition editing.
  • Provide CLI examples using bash or shell scripts for deploying APIs, in addition to or instead of Azure Pipelines or GitHub Actions.
  • Reference cross-platform or Linux-preferred tools for API linting, testing, and deployment where possible.
  • Explicitly state the cross-platform compatibility of the mentioned tools, and provide guidance for Linux users where workflows may differ.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ✅ Clean
2025-08-14 00:01 #80 in_progress ✅ Clean
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased