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
visual_studio_heavy
windows_tools
Summary
The documentation page exhibits a Windows bias by consistently referencing Visual Studio (a Windows-centric IDE) for development and deployment steps, providing only Windows-oriented instructions and screenshots, and omitting Linux equivalents or alternatives. There are no examples using Linux-friendly tools (such as VS Code, CLI-only workflows, or Linux deployment commands), and all code and deployment instructions assume a Windows environment. Package installation is shown with dotnet and Powershell, but not with Linux shell commands. No mention is made of Linux or cross-platform development environments.
Recommendations
  • Add instructions and screenshots for using VS Code or other cross-platform editors, including CLI-only workflows.
  • Include Linux shell equivalents for commands (e.g., use 'bash' for dotnet commands, show how to install .NET Core on Linux).
  • Provide deployment steps using Azure CLI on Linux, not just Visual Studio publish dialogs.
  • Mention and link to Linux installation guides for prerequisites (e.g., .NET Core, Bot Framework SDK).
  • Clarify that the SDKs and tools are cross-platform, and explicitly state Linux is supported.
  • Add troubleshooting and FAQ sections for common Linux-specific issues (e.g., permissions, environment setup).
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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