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 focuses exclusively on Azure Pipelines and Azure DevOps, which are traditionally more Windows-centric tools. All examples, screenshots, and step-by-step instructions are tailored to the Azure portal and Azure DevOps UI, with no mention of Linux/macOS-specific workflows, CLI alternatives, or cross-platform considerations. There are no examples using bash, shell scripts, or Linux-native CI/CD tools. The only nod to alternatives is a brief link to manual configuration for GitHub Actions, but no Linux-specific guidance is provided.
Recommendations
  • Add explicit examples and instructions for configuring CI/CD pipelines on Linux/macOS environments, including CLI-based workflows.
  • Include sample YAML pipeline definitions that work on Linux agents, and clarify any OS-specific requirements or differences.
  • Provide parity by showing how to automate load tests using Linux-native CI/CD tools (e.g., Jenkins, GitLab CI) or at least mention their compatibility.
  • Ensure screenshots and instructions are not exclusively based on Windows/Azure DevOps UI; consider including CLI or cross-platform alternatives.
  • Expand the 'Next steps' section to include Linux/macOS troubleshooting and best practices.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased