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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a subtle Windows bias by referencing only ASP.NET Core and Visual Studio Code for creating and publishing example web APIs, both of which are traditionally associated with Windows development environments. There are no explicit Linux or cross-platform examples or mentions of Linux-specific tools or workflows. The documentation does not provide command-line or shell examples (e.g., Bash, CLI), nor does it mention Linux distributions or tools, focusing instead on GUI-based workflows that are more familiar to Windows users.
Recommendations
  • Add explicit examples and links for creating and publishing web APIs using Linux-based tools and environments, such as using the Azure CLI or deploying from a Linux terminal.
  • Include references to cross-platform frameworks and editors (e.g., Node.js, Python Flask, Java Spring Boot) and show how to publish these to Azure App Service from Linux.
  • Provide step-by-step instructions or links for deploying APIs from Linux and macOS, not just Windows-centric tools like Visual Studio Code.
  • Mention that Visual Studio Code is cross-platform, and provide Linux/macOS installation instructions or alternatives.
  • Where possible, include screenshots or terminal commands from Linux environments to demonstrate parity.
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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 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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Clean Clean
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased