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
windows_tools
powershell_heavy
Summary
The documentation page exhibits subtle Windows bias by consistently referencing Windows-centric tools and development environments (Visual Studio, Azure PowerShell) before or alongside cross-platform options. The authentication instructions mention Visual Studio and Azure PowerShell as primary tools for local development, with IntelliJ as a secondary mention. There are no explicit Linux-specific examples or mentions of Linux-native tools (such as bash, zsh, or Linux desktop environments). The Azure CLI is used throughout, which is cross-platform, but the overall narrative and tool recommendations lean toward Windows-first developer experiences.
Recommendations
  • Explicitly mention Linux and macOS as supported development environments in local development sections.
  • Provide examples or screenshots using Linux-native tools (e.g., GNOME Terminal, VS Code on Linux, bash shell) alongside Visual Studio and PowerShell.
  • List Azure CLI before Windows-specific tools (Visual Studio, PowerShell) when describing authentication options.
  • Include troubleshooting notes or tips for Linux users (e.g., credential caching, environment variable setup).
  • Reference cross-platform editors (VS Code, JetBrains IDEs) equally with Visual Studio.
  • Add a note confirming that all CLI commands work on Linux/macOS and provide any OS-specific caveats if relevant.
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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
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Clean Clean
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
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets