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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing PowerShell-based deployment instructions, referencing Windows-specific tools and patterns (such as PowerShell and workspace keys linked to Windows agent documentation), and omitting explicit Linux shell or cross-platform CLI examples. The Python deployment section requires Visual Studio Code, which is cross-platform but is presented after PowerShell and ARM template options. There are no Bash, Azure CLI, or Linux-native instructions, and the manual deployment with PowerShell is given before Python, reinforcing a Windows-first approach.
Recommendations
  • Add explicit Linux shell (Bash) or Azure CLI instructions for manual deployment, especially for users who do not use PowerShell.
  • Clarify that both PowerShell and Python options are cross-platform, and provide guidance for Linux/macOS environments (e.g., using Azure CLI, Bash, or VS Code on Linux).
  • Reference Linux agent documentation alongside Windows agent documentation when discussing workspace keys and permissions.
  • Present deployment options in a neutral order (e.g., ARM template, Python, PowerShell) or clarify that all options are available regardless of platform.
  • Include troubleshooting and validation steps for Linux environments, not just Windows.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased