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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation demonstrates a strong Windows bias. All development and deployment instructions are centered around Visual Studio, a Windows-centric IDE, with no mention of Linux alternatives (such as VS Code, JetBrains Rider, or command-line workflows). Package installation is shown only with 'dotnet add package' (using PowerShell syntax), and deployment steps rely on Visual Studio's GUI. There are no Linux-specific instructions, nor any mention of cross-platform development environments or CLI-based deployment. Screenshots and workflow descriptions assume use of Windows tools and patterns throughout.
Recommendations
  • Add instructions for Linux users, including how to install .NET Core and Bot Framework SDK on Linux.
  • Provide examples for deploying the bot and chat app using the Azure CLI or GitHub Actions, not just Visual Studio.
  • Include package installation commands for Bash/zsh shells (e.g., 'dotnet add package' in a Linux terminal).
  • Mention and provide steps for using cross-platform editors like VS Code.
  • Clarify that the SDKs and tools are cross-platform, and explicitly state which steps are OS-agnostic.
  • Add screenshots or terminal output examples from Linux environments.
  • Ensure troubleshooting and next steps sections include Linux-specific guidance.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets